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📖 AWS re:Invent 2025 - Accelerate development with Kiro's new agentic AI capabilities (DVT228)
In this video, Kiro Powers is introduced as a new feature that bundles MCP (Model Context Protocol) and steering instructions to give AI agents specialized capabilities without overwhelming them with context. The presentation demonstrates how Powers work through live demos using Figma, Postman, and Supabase integrations. Harry Mauer from Postman shows how their Power enables automatic API collection creation and mock server setup directly in the IDE. Tyler Schuckert from Supabase demonstrates building a complete personal banking app with proper database schema, security checks, TypeScript type generation, and authentication. Powers can be installed …
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How I Connected AI Agents with Manufacturing Supply Chain
Leonhard Satria Suharjo ・ Dec 6
#googleaichallenge
#ai
#python
#kaggle
( 6
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Architecting resilient multicloud operations, feat. Monzo Bank (HMC201)
In this video, AWS Principal Technologists Clark Richey and Bruno Emer, along with Monzo Bank's Andrew Lawson, discuss multi-cloud resilience strategies. They introduce the SEEMS framework (Single points of failure, Excessive load, Excessive latency, Misconfiguration/bugs, Shared fate) for analyzing failure modes. The speakers emphasize that multi-cloud doesn't inherently increase resilience due to added complexity, but can be valuable for specific scenarios like disaster recovery when data sovereignty requirements exist. Andrew presents Monzo's "Stand-in" platform—a simplified banking system running on Google Cloud as a lifeboat strategy while thei…
( 38
min )
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📖 AWS re:Invent 2025 - Streamlining Telecom Cybersecurity Operations with AWS Generative AI (IND206)
In this video, Anwar Ali and Ray from AWS demonstrate how Generative AI streamlines telecom cybersecurity operations. They address challenges of analyzing verbose, high-volume security logs across multiple sources in proprietary formats. The solution uses Amazon Bedrock Agent Core Runtime with Claude 3.7 Sonnet to create a Network Trace Expert Assistant that diagnoses blocked user requests in minutes instead of hours. The demo shows the agent querying Zscaler, Checkpoint, and Illumio logs to troubleshoot a security incident, identifying where traffic was blocked across multiple network firewalls. They recommend using Amazon Security Lake with …
( 18
min )
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📖 AWS re:Invent 2025 -From Print to AI: The Economist's Digital Evolution w/ AWS Architecture (IND399)
In this video, Ahmed Raafat and Professor Bogdan from The Economist discuss how they successfully moved generative AI from POC to production. They address the common challenge that 80% of generative AI POCs fail to reach production due to people, process, and technology issues. The session covers The Economist's AI strategy, including four main use cases: recommendations, translation, summarization, and the EIU Q&A Copilot. Bogdan demonstrates how they built workflows using Amazon Bedrock and agents, reducing deployment time from six months to just days. The presentation includes a live demo of their RAG mechanism and agent-based system for …
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I built a tiny tool collection that speeds up my dev workflow
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min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Maximizing uptime: Itaú’s mission-critical mainframe migration to AWS (IND3304)
In this video, Eduardo, Wilson, and Edinei from Itaú Unibanco share their journey modernizing a 50-year-old mainframe checking account platform to AWS cloud, targeting four nines availability. They detail implementing a cell-based architecture using AWS CamaZero framework for fault isolation, choosing DynamoDB for ACID transactions achieving 1,200 TPS with 79ms latency, and solving hot partition issues through smart schema design. The presentation covers their router layer with full table mapping, active-standby replica setup with quorum-based replication, and dark launch strategy for safe migration. Key insights include how IAM policy optim…
( 25
min )
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📖 AWS re:Invent 2025 - AWS detection and response innovations that drive security outcomes (SEC323)
In this video, Marshall Jones and Ryan Holland present AWS detection and response innovations, focusing on three core services: Amazon GuardDuty for threat detection with Extended Threat Detection capabilities and malware protection for AWS Backup, Amazon Inspector for continuous vulnerability scanning across EC2, ECR, Lambda, and code repositories with AI-generated remediation patches, and AWS Security Hub with newly GA-launched exposure-based findings that correlate threats, vulnerabilities, and misconfigurations into unified risk assessments. They demonstrate Attack Path visualization, Asset Inventory features, simplified per-resource pricin…
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min )
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📖 AWS re:Invent 2025 - From Code to Policies: Accelerate Development w/ IAM Policy Autopilot (SEC351)
In this video, AWS Principal Product Manager Kevin Luo and Principal Engineer Luke Kennedy introduce IAM Policy Autopilot, a newly launched open-source CLI tool that uses static code analysis to generate IAM policies deterministically from application code. They demonstrate building a multi-tenant S3 bucket creation microservice, comparing traditional approaches like AdministratorAccess, AWS managed policies, and handcrafted policies with their limitations. The tool analyzes code locally, maps SDK operations to IAM actions using AWS's published service reference data, and generates policies with 97% fewer permissions than typical developer po…
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min )
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📖 AWS re:Invent 2025 - Simplify Data Lake Access with IAM Identity Center and trusted identity...
In this video, Laura Reith, a Solutions Architect from the Identity Solutions team, explains how IAM Identity Center and trusted identity propagation simplify data lake access control in AWS. She addresses the challenge of managing multiple IAM roles and policies for different user access patterns. Trusted identity propagation enables administrators to assign permissions based on human identities rather than roles, creating a unified access control model across AWS services like QuickSight, Athena, Redshift, and Lake Formation. The solution maintains service roles with minimal permissions while enhancing them with user identity context, allowing …
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min )
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📖 AWS re:Invent 2025 - Easy cross-cloud authN : AWS outbound identity federation in action (SEC233)
In this video, Ram Maharajapuram and Vaishnavi Merugu introduce AWS's new feature that eliminates long-term credentials by enabling workloads to connect to external services using JSON Web Tokens (JWTs). A live demo shows an EC2 instance federating to Azure using the GetWebIdentityToken API without managing passwords or access keys. The token includes standard OIDC claims and custom AWS claims like account ID, principal tags, and compute context. The feature uses account-specific issuer URLs for tenant isolation and supports ES384 and RS256 signing algorithms. Three new condition keys control access: IdentityTokenAudience, DurationSeconds, and …
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Welcome to Day 56 of the #80DaysOfChallenges journey! This intermediate challenge delivers the absolute best way to compute the nth Fibonacci number in Python: a linear-time iterative loop with constant space, beating the pants off naive recursion that explodes for n > 35. It uses just two variables to track the sequence, making it lightning-fast and memory-efficient even for huge n (like n=10,000).
This is the exact method used in real-world applications, competitive programming, and interviews when they ask "but can you do it without recursion or memoization?"
Example: F₀ = 0, F₁ = 1, F₂ = 1, F₃ = 2, F₄ = 3, F₅ = 5, ...
If you're tired of recursion timeouts or bloated memoization tables, this "Python fast Fibonacci" solution is clean, optimal, and ready for production.
This challenge sho…
( 13
min )
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📖 AWS re:Invent 2025 - Infrastructure for the impossible: Turning public sector barriers into...
In this video, AWS Vice President Dave Levy presents public sector innovations including the $50 billion investment in AI and supercomputing infrastructure for U.S. government, AWS European Sovereign Cloud with €7.8 billion investment, and AI Factories for global deployment. Lawrence Livermore National Laboratory's Greg Herweg discusses their fusion ignition achievement and cloud transformation journey. The U.S. Navy's multi-modal agentic AI solution reduced submarine maintenance processing from weeks to hours at Impact Level 5 classification. Capita CEO Adolfo Hernandez demonstrates their Process to Agent framework achieving 40% reduction in hand…
( 33
min )
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📖 AWS re:Invent 2025 - Behind the curtain: How Amazon’s AI innovations are powered by AWS (INV211)
In this video, Amazon leaders demonstrate how AWS powers innovation across Amazon.com, Zoox, and Prime Video. Dave Treadwell reveals Amazon Stores deployed over 21,000 AI agents, achieving $2 billion in cost savings and 4.5x developer velocity increase through AI-native development with Kiro and Spec Studio. Amazon Rufus, the generative AI shopping assistant, scaled to 80,000 Trainium and Inferentia chips during Prime Day, processing 3 million tokens per minute with customers 60% more likely to complete purchases. Zoox CTO Jesse Levinson explains how their autonomous robotaxis run trillions of calculations using tens of thousands of GPUs on AWS,…
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A post by TheBitForge
( 5
min )
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📖 AWS re:Invent 2025 - Transforming Healthcare Payor Operations: AWS-TriZetto Success Story (IND210)
In this video, AWS and TriZetto present their strategic partnership for transforming healthcare payer operations. Srivaths from AWS, along with Rich and Scott from TriZetto, discuss modernizing core claims adjudication systems through cloud migration. Key topics include the five-year collaboration launched at re:Invent 2024, featuring 17 joint initiatives. Rich shares a success story of migrating a Midwestern Blue plan with 375,000 members to AWS in one year using Facets G6 on EKS, achieving 17 million claims loaded per hour. Scott introduces the TriZetto AI Gateway, a new product built on AWS Bedrock that provides centralized agent management…
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min )
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📖 AWS re:Invent 2025 - Intelligent vs. Knowledgeable Models through the Lens of Data (AIM358)
In this video, Or Lenchner, CEO of Bright Data, distinguishes between intelligent and knowledgeable AI models. While LLMs excel at reasoning and can win Math Olympics gold medals, they fail at simple real-time tasks like purchasing products without access to current web data. Bright Data serves 20,000 customers including major foundational model builders, processing 50 billion web pages daily. Lenchner demonstrates how ChatGPT open source model becomes useful only when paired with Bright Data MCP for real-time information, showing salary data retrieval as an example. He predicts 2026 will merge intelligence and knowledge layers, enabling true automat…
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On November 18, 2025, at 11:20 UTC, a small automated update caused a huge problem. A configuration file became larger than the software could handle, and that tiny mistake ended up taking down around 20% of the internet for more than three hours.
Major services like X(Twitter), ChatGPT, Spotify, League of Legends, and even banking systems went offline. The estimated damage was $5 to $15 billion per hour.
It wasn’t caused by hackers. It wasn’t caused by a hardware failure. It was caused by a simple design mistake in how one system handled a large file.
A bot-mitigation system (used to block bad traffic) updated its configuration file. This time the file got too big. When the software tried to load it, it crashed.
Because many other systems depended on it, they crashed too.
The delay in rea…
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min )
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📖 AWS re:Invent 2025 - From Documents to Decisions: Unleashing AI-Powered Business Automation (SMB204)
In this video, David Mefford from AWS and Priya Iragavarapu, VP of Data Science and AI at AArete, discuss how AArete solved the challenge of extracting data from healthcare provider and vendor contracts using their generative AI solution, DOCZY.AI. AArete evolved from manual processing (100 documents per week) through rules-based engines with AWS Textract (50-60% accuracy) to a generative AI approach achieving 99% accuracy and processing 500,000 documents weekly. Built entirely on AWS using Bedrock with Claude models, the solution processed 2.5 million documents and 442 billion tokens in 22 months, delivering $330 million in client savings t…
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Last night, my side project CocoIndex hit Trending in the Rust category on GitHub — and my notifications exploded. It turns out a lot of developers are quietly fighting the same problem: keeping AI agents connected to data that changes every minute, not every quarter.
This post is the story behind the project, but more importantly, it's about a simple idea: if we want autonomous agents to be useful in the real world, we need to take their memory and data freshness as seriously as we take their models.
Most agent demos assume the world stands still while the model thinks. In production, nothing stands still:
Issues are closed, tickets move stages, alerts fire and resolve.
Product catalogs change, prices update, docs get refactored.
Logs, events, and sensor data stream in continuously.
If yo…
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min )
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📖 AWS re:Invent 2025 - Accelerating data engineering with AI Agents for AWS Analytics (ANT215)
In this video, Shubham Mehta, Product Manager for AWS Analytics, introduces AI agents designed to reduce the 60-70% of time data teams spend on undifferentiated tasks. He announces two major launches: the industry's first Apache Spark upgrade agent for Amazon EMR that automates upgrades from Spark 2.4 to 3.5 through planning, code modification, building, and data quality testing; and the SageMaker Data Agent, a role-specific agent aware of business data and catalogs that performs multi-step planning for tasks like building machine learning pipelines. The demo showcases building a customer lifetime value prediction model using linear regression with …
( 16
min )
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📖 AWS re:Invent 2025 - Build agentic workflows on AWS with third-party agents and tools (AIM3311)
In this video, AWS presenters Andrei Okhotnikov and Dr. Salman Taherian, along with Workday's Meera Rajaram, demonstrate building agentic workflows using AWS services and third-party tools. The session covers AWS's AgentCore stack including Runtime, Gateway, Identity, and observability features. Meera shares Workday's production experience implementing a Planning Agent with AgentCore Code Interpreter, achieving 50% token reduction and production deployment in just three days with minimal resources. Salman provides a hands-on demonstration building a Company Research Agent using LangChain framework, Anthropic Claude models, and Tavily search tool …
( 34
min )
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📖 AWS re:Invent 2025 - [NEW LAUNCH] Amazon Nova 2 Omni: A new frontier in multimodal AI (AIM3324)
In this video, AWS introduces Amazon Nova 2 Omni, a unified multimodal AI model that can understand text, images, video, and audio while generating both text and images. The presenters demonstrate its superior performance in document understanding with complex OCR, audio transcription with multi-speaker diarization, video temporal reasoning, and high-quality image generation with accurate text rendering. Nova 2 Omni ranks second on the MMAU leaderboard and outperforms competitors in winning rate comparisons. Dentsu Digital's Chief AI Officer Yamamoto showcases real-world applications including video creative performance prediction achieving 0.88 …
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This is a submission for the Google AI Agents Writing Challenge: Learning Reflections
Coming from a blockchain engineering background, I approached the 5-Day AI Agents Intensive Course with specific expectations. I wanted to understand how AI agents could solve one of the biggest challenges in smart contract development: autonomous decision-making in decentralized systems. What I discovered was far more profound.
The course covered agent architectures—planning, memory, and tool use. Immediately, I recognized parallels with blockchain consensus mechanisms. Just as Byzantine Fault Tolerant systems must reach agreement despite adversarial actors, AI agents must make consistent decisions despite uncertainty.
What resonated: Agent planning loops are strikingly similar to state machines in Ether…
( 8
min )
Quantum Security's Blind Spot: When Eavesdroppers Fly Under the Radar
Imagine building a fortress, only to discover a hidden tunnel accessible to anyone. That's the unsettling reality facing quantum security. We've long believed that quantum key distribution (QKD) offers unparalleled security, but recent discoveries suggest vulnerabilities that could render our defenses ineffective. The problem? Current methods for verifying the trustworthiness of quantum systems might be easily fooled.
The core concept revolves around quantum correlation certification – ensuring the "quantumness" of a system. We typically analyze data from quantum systems to confirm it aligns with theoretical quantum properties. However, a sophisticated adversary could subtly mix classical data (which is vulnerable to e…
( 7
min )
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📖 AWS re:Invent 2025 - High-performance storage for AI/ML, analytics, and HPC workloads (STG336)
In this video, AWS product managers Aditi and Manish, along with Principal Engineer Mark Roper, discuss high-performance storage solutions for AI/ML, analytics, and HPC workloads. They explain how storage bottlenecks prevent compute resources from scaling linearly, wasting 90-95% of workload spend on underutilized CPUs and GPUs. The session covers two main approaches: FSx for Lustre for file-based workloads, delivering over 1 TB/s throughput with sub-millisecond latencies and new FSx Intelligent Tiering for automatic data management; and Amazon S3 Express One Zone for S3-native applications, providing 10x faster access and scaling to 2 million tra…
( 27
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Upgrade Your React Apps!!!
DrPrime01 ・ Dec 6
#react
#nextjs
#security
#vulnerabilities
( 6
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Zoox: Building Machine Learning Infrastructure for Autonomous Vehicles (AMZ304)
In this video, Zoox's Jim Robinson-Bohnslav, Avinash Kolluri, and Anindya discuss how Zoox leverages AWS SageMaker HyperPod to train foundation models for autonomous robotaxis. They explain Zoox's multimodal language action model that processes camera, LIDAR, and radar data to handle edge cases like jaywalkers and unusual objects. The presentation covers their training pipeline from supervised fine-tuning with tens of thousands of driving hours to reinforcement learning using GRPO and DAPO. Key infrastructure challenges include managing petabytes of data, implementing HSDP and tensor parallelism across 64+ GPUs, and achieving 95% GPU utiliza…
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Embeddings ≠ memory! They're just one piece. True recall needs structure, decay, & more. OpenMemory offers long-term memory for AI agents — self-hosted, local-first, open-source. github.com/CaviraOSS/OpenMemory #OpenSource #MachineLearning #LLM
( 6
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - A leader's guide to emerging technologies: From insights to rapid action-SNR203
In this video, former CIO Arvind and NASA's first CTO Tom Soderstrom address the dual mandate facing technology leaders: delivering operational excellence while championing innovation. They present eight major technology trends including generative AI, edge computing, robotics, medical impacts, data growth to quettabytes, crypto, quantum computing, and energy. The centerpiece is Tech Recon, an open-source multi-agent AI system they developed that automatically scans technology landscapes, generates reports, and scores technologies by impact, maturity, and momentum. They demonstrate how this agentic solution creates both broad landscape analy…
( 34
min )
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📖 AWS re:Invent 2025 - A leader's guide to achieving compliance through software excellence (SNR304)
In this video, Tom Godden (AWS Executive in Residence, former CIO of Foundation Medicine) and Ian Sutcliffe (Principal Tech Strategist) present a framework for achieving compliance through software excellence rather than documentation theater. They introduce "natural compliance" where quality emerges from engineering practices, not manual processes. The framework consists of four pillars: culture (shifting from compliance to quality mindset with weekly demos), organization (embedding compliance experts in product teams, eliminating silos), mechanisms (automating testing, using CI/CD pipelines as validators, leveraging existing tools like JIRA …
( 29
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I’m trying to build a health-monitoring system in Python that needs to send alert messages through WhatsApp. The problem is that my company doesn’t allow any third-party services or paid APIs, and they want the solution to be completely free. We are using SQL Server as the database (already licensed by the company).
I only know a bit of Python, so I’m not sure what options I have without using third-party tools like Twilio or Meta’s Cloud API. Is there any way to send WhatsApp messages directly from Python under these restrictions? Or are there alternative approaches I should consider?
( 6
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Check out this Pen I made!
( 5
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📖 AWS re:Invent 2025 - AI agents for cloud ops: Automating infrastructure management (AIM340)
In this video, AWS Solutions Architects Omar Tabbakha and Shawn Abdi demonstrate building AI agents for cloud security operations using Strands SDK and Amazon Bedrock. They showcase a multi-agent architecture that automates security incident response by integrating DynamoDB for business context, Amazon Security Lake with OCSF schema for normalized log analysis, and Cloud Control MCP server for infrastructure remediation. The demo walks through creating three specialized agents: a metadata agent retrieving account criticality and compliance data, a Security Lake agent converting natural language to SQL queries via Amazon Athena, and a supervisor agent…
( 36
min )
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📖 AWS re:Invent 2025 - Exploring dual pathways to agentic commerce with AWS and Stripe (AIM114)
In this video, Stripe presents how AWS and Stripe enable secure agentic commerce through two modes: business-to-agent (B2A) and agent-to-consumer (A2C). The speaker introduces Stripe's Agentic Commerce Protocol (ACP), an open standard co-authored with OpenAI that makes human-readable checkouts machine-readable for AI agents. Key innovation includes shared payment tokens with built-in guardrails to prevent fraud and budget overruns. Live on Etsy with Walmart and Shopify implementations underway, customers can now purchase directly within ChatGPT. The presentation also covers Stripe's payments foundation model trained on billions of transactions, ach…
( 16
min )
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📖 AWS re:Invent 2025 - From Alert to Resolution: Supercharge AWS Ops with the Agentic AI SRE (AIM225)
In this video, NeuBird's AI SRE agent called Hawkeye is demonstrated, showing how it automates root cause analysis of production incidents by analyzing telemetry data from multiple observability tools like Datadog, Splunk, and AWS CloudWatch. The presentation showcases Hawkeye's integration with coding assistants through MCP (Model Context Protocol), enabling SREs to investigate alerts, run deep analyses, and implement fixes directly in tools like Claude Code and Cursor without switching interfaces. Real customer examples include an insurance company reducing incident costs, a logistics firm managing Databricks pipelines, and an Australian ba…
( 16
min )
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📖 AWS re:Invent 2025 - Beyond the Hype: Delivering Measurable ROI with Generative AI on AWS (AIM231)
In this video, a speaker with 20+ years of industry experience discusses Generative AI implementation challenges and best practices. They address a headline claiming 95% of GenAI projects failed to show measurable ROI, clarifying that 40% still reached production and 67% succeeded with expert help. Key issues include choosing poor use cases and lacking internal expertise. The speaker traces GenAI history from 1906 to present, emphasizing that ChatGPT's 2023 breakthrough was simply making models accessible via a website. Major topics include chatbots as primary interfaces, image generation limitations, hallucination rates (40-45% for GPT-5, dro…
( 18
min )
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📖 AWS re:Invent 2025 - Agentic AI Meets Cybersecurity: eSentire’s Atlas AI Powered by Snowflake & AWS
In this video, Matt Marzillo from Snowflake and Dustin Hillard, CTO of eSentire, discuss integrating Snowflake's AI capabilities with AWS for cybersecurity. Matt introduces Snowflake Cortex, which offers batch processing of unstructured data and agentic systems through Cortex Search, Cortex Analyst, and Cortex Agent. Dustin explains how eSentire uses Snowflake to consolidate security telemetry data—processing 20TB daily from network, endpoint, and log sources. Their agentic system performs up to 30 tool calls per investigation, achieving 95% alignment with senior analyst decisions while reducing investigation time from 10-15 minutes. This ena…
( 16
min )
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📖 AWS re:Invent 2025 - Next-Generation Data Management — Insights at Scale with Agentic AI in Pharma
In this video, a ZS representative discusses agentic AI transformation in life sciences data management. The speaker emphasizes that 9 out of 10 CIOs are shifting from POCs to full-scale implementation, focusing on value creation rather than just automation. Two core paradigms are introduced: "AI for data" (achieving 40% efficiency gains in data engineering) and "data for AI" (creating comprehensive metadata lakes to improve accuracy from 70% to 98%). Key use cases include automated analytics workflows, clinical document generation, and software development lifecycle optimization with up to 75% efficiency gains in testing. The speaker stresses…
( 18
min )
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📖 AWS re:Invent 2025 - Tapping into the Power of Agentic AI: Driving Mission Success with NVIDIA & AWS
In this video, NVIDIA and AWS partnership for generative AI agentic design is explored, covering the evolution from LLMs to RAG, fine-tuning, and agents. The session explains NVIDIA's terminology including NEMO (neural modules), NIMs (NVIDIA Inference Microservices), and Blueprints for Kubernetes deployment. Key challenges in scaling agents to production are addressed, emphasizing exponential token growth, security, and data governance. The NVIDIA Nemo agent toolkit offers modularized solutions with framework-agnostic support, delivering 57% fewer lines of code, 16x faster data processing with Nemo Curator, and 2x faster response times. Demo…
( 17
min )
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📖 AWS re:Invent 2025-AWS Generative AI Innovation Center driving enterprise success with AWS Partners
In this video, Jacqueline Krain and Taimur Rashid from AWS discuss moving generative AI from experimentation to production deployment. Taimur, who leads the Generative AI Innovation Center, presents four key pillars for success: leveraging proprietary data as a competitive differentiator, building with a production-ready mindset, scaling through agentic AI, and redefining value measurement. He shares real-world examples including LCA's HIPAA-compliant healthcare solution, SonicWall's 40% code maintainability improvement, and Krugxi bank's 50% faster cloud migration using specialized ETL agents. The session highlights AWS tools like Bedrock, S…
( 15
min )
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📖 AWS re:Invent 2025 - Maximizing customer outcomes: AWS Partner Led Customer Success (PEX106)
In this video, AWS addresses how customer success is the solution to closing the AI investment value gap, as 75% of companies investing in AI aren't seeing tangible business outcomes. The presentation introduces a framework for systematically tracking and delivering value through post-launch stages: Onboard, Activate, Consume & Adopt, and Scale. Real customer examples are shared, including Gimbo with Flexa achieving 95% faster decision-making, MediaCorp with Crayon reducing content production time from 20 to 3 seconds, and Tower Insurance with Deloitte cutting average handling time by 3 minutes across 630 agents. Cynthia discusses learnings from a p…
( 17
min )
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📖 AWS re:Invent 2025 - Unlocking GenAI potential with automated modernization to AWS (ANT313)
In this video, Sachneet Singh Bains from Impetus Technologies explains how their LeapLogic solution accelerates enterprise legacy system modernization to AWS with 90-95% automation. The presentation covers their four-step methodology (assess, transform, validate, operationalize) for migrating EDW, ETL, BI, and Hadoop systems. Key differentiators include pattern-based transformation, end-to-end lineage mapping, and cell-by-cell validation. Case studies demonstrate 70% effort savings for United Airlines' Teradata-to-Redshift migration and 50% time reduction for Bank United's reporting. The session also introduces PRISM, an AI-enabled unified observabil…
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AI This Week: Competition Heats Up While Adoption Struggles - Your Morning Coffee Briefing
Introduction
The AI world is feeling a bit like a rollercoaster right now. One minute everyone's celebrating billion-dollar valuations and runaway growth, the next we're hearing about companies slashing AI sales targets because customers just aren't biting. So grab your coffee, settle in, and let's break down the five biggest AI stories from this week that'll actually matter to you.
[Keyword placement: "AI" appears naturally throughout]
Remember when ChatGPT felt like it had the AI market on lock? Those days are long gone. According to Ars Technica, OpenAI's CEO has apparently declared a "code red" as Google's Gemini AI platform has exploded to 200 million users in just three months. Tha…
( 9
min )
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📖 AWS re:Invent 2025 - From Data Chaos to AI Magic: Supercharging Customer Experience (BIZ209)
In this video, Rafael Flores, Chief Product Officer at Treasure Data, addresses the gap between AI hype and reality, emphasizing that AI is only as powerful as the data feeding it. He identifies critical challenges including organizational readiness gaps, disparate data issues, and the fact that 40% of AI-first projects will fail by 2027 according to Gartner. Flores presents five essential tips for AI success: identity-resolved memory, real-time context and inference, governance and trust, feedback loops, and extensible ecosystems. He debunks the "zero copy" myth and introduces Treasure Data's Marketing Super Agent, which connects to first-party dat…
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A Developer’s Guide to Surviving the AI Product Tsunami
Jaideep Parashar ・ Dec 6
#webdev
#ai
#productivity
#beginners
( 6
min )
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📖 AWS re:Invent 2025 - Agents in the enterprise: Best practices with Amazon Bedrock AgentCore(AIM3310)
In this video, AWS Principal Product Manager Kosti Vasilakakis and Tech Lead Maira Ladeira Tanke present best practices for moving agentic AI from POC to production using AgentCore. They outline nine key rules including starting small with defined use cases, implementing observability from day one using OpenTelemetry, exposing tools with clear descriptions, adopting multi-agent architectures, scaling securely with user-specific memory and identity controls, using deterministic code for calculations, and continuous testing with evaluations. The session features live demos showing how to build agents with frameworks like Strands and LangChain,…
( 36
min )
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📖 AWS re:Invent 2025 - [NEW LAUNCH] Amazon Nova 2 Omni: A new frontier in multimodal AI (AIM3324)
In this video, AWS introduces Amazon Nova 2 Omni, a unified multimodal AI model that can understand text, images, video, and audio while also generating high-quality images. The session demonstrates Omni's superior performance in document understanding, OCR, audio transcription with three-speaker diarization, and cross-modal reasoning. Key capabilities include hybrid reasoning control, support for 200+ languages, and one million token context windows. Benchmarks show competitive performance against Gemini 2.5 Flash and GPT-4 models. Dentsu Digital's Chief AI Officer Satoru Yamamoto presents real-world applications including their Mugen AI solutio…
( 29
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Amazon Nova Forge: Build your own frontier models using Amazon Nova (AIM3325)
In this video, Mark Andrews and Karan Bhandarkar introduce Amazon Nova Forge, a service enabling organizations to build custom foundation models using their proprietary data. The session explains how foundation models are constructed through pre-training, mid-training, and post-training phases. Nova Forge provides access to checkpoints at each stage, allowing customers to inject their data at the optimal point while blending it with Amazon Nova's curated training data to prevent catastrophic forgetting. Key features include SageMaker Hyperpod recipes for simplified training, support for custom reinforcement learning environments, and configura…
( 34
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - AWS Trn3 UltraServers: Power next-generation enterprise AI performance(AIM3335)
In this video, AWS introduces Trainium 3, their next-generation AI training chip designed for agentic workloads and reasoning models. Ron Diamant details the chip's 362 petaflops compute, 20.7TB HBM3E capacity, and innovations like microscaling hardware circuits and accelerated softmax instructions that achieve sustained performance close to peak specs. The Trainium 3 Ultra server scales to 144 chips with NeuronSwitches enabling low-latency all-to-all communications. Jonathan Gray from Anthropic demonstrates real kernel optimizations, showing how they achieve 60% tensor engine utilization on Trainium 2 and over 90% on Trainium 3 while servin…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Improve agent quality in production with Bedrock AgentCore Evaluations(AIM3348)
In this video, Amanda Lester, Vivek Singh, and Ishan Singh introduce Amazon Bedrock AgentCore Evaluations, a fully managed solution for continuous AI agent quality assessment. They address the trust gap in autonomous agents by demonstrating how to evaluate agents across 13 built-in dimensions including correctness, helpfulness, and tool usage, plus custom evaluators. The session covers both online evaluations for production monitoring and on-demand evaluations for CI/CD pipelines, using a travel agent example to show how tool selection accuracy dropped from 0.91 to 0.3, enabling detection in hours versus weeks. Live demos illustrate setup in…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Behind the scenes: How AWS drives operational excellence & reliability (COP415)
In this video, AWS engineers Mustafa Torun and Imaya Kumar Jagannathan explain how AWS achieves operational excellence through mechanisms rather than good intentions. They present a flywheel model with four drivers: readiness (Operational Readiness Reviews, testing, game days), observability (standardized instrumentation using Embedded Metric Format, CloudWatch collecting 5 terabytes of logs per second), incident response (SOPs, escalation culture, AI-powered CloudWatch Investigations with 90% satisfaction rate), and reviews (weekly dashboard reviews, Correction of Error reports using 5 Whys methodology). Key architectural patterns include d…
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The rally is driven by speculation that a final verdict could bring clarity to the project, as well as technical factors like token burns.
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Prior to MiCA, euro-denominated stablecoins' market cap contracted by 48% in the year leading up to June 2024.
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The turn in crowd mood comes after a two-month slide of roughly 31%, leaving the token vulnerable to further downside if risk appetite weakens across majors.
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A stronger yen typically coincides with de-risking across macro portfolios, and that dynamic could tighten liquidity conditions that recently helped bitcoin rebound from November’s lows.
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The bank is owned by billionaire Andy Beal, a major supporter of U.S. President Donald Trump's 2016 campaign.
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In light of the skyrocketing prices of memory and storage components for PC, AMD is now set to follow suit (somewhat) and is raising the price of its Radeon RX 9000 Series GPUs. Specifically, it’s upping the price tag for all models by US$10 (~RM41) per 8GB. Unsurprisingly, the rising costs will ultimately be passed […]
The post AMD Is Raising The Price Of Radeon RX 9000 Series GPUs By RM41 appeared first on Lowyat.NET.
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If you remember, back in 2021 Facebook changed its name to Meta, retaining the eponymous social media platform’s name for the “product”. The reason for this is so that the company’s name reflects the tech that it is investing in – the metaverse. In a pretty ironic turn of events, a Bloomberg report indicates that […]
The post Stock Market Celebrates Meta Possibly Cutting Metaverse Spending appeared first on Lowyat.NET.
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Build resilient and low-latency hybrid telecom infrastructure at scale (HMC328)
In this video, Jose Flores and Juan Buitrago from Liberty Puerto Rico explain how they built a resilient, low-latency hybrid telecom infrastructure using AWS Outposts. They discuss migrating 2 million mobile subscribers from AT&T's legacy systems after acquiring the mobile operation in 2019, implementing a cloud-native charging system with Matrixx that maintains 15-millisecond latency, and achieving high availability through active-passive architecture between Puerto Rico and Miami Local Zone. The solution leverages Liberty's proprietary subsea fiber cables (Arcos and Americas 2), AWS Direct Connect, Transit Gateway, and containerized servic…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Another Axiom: Migrating the backend for hit game Gorilla Tag to AWS (IND396)
In this video, Morgan, a Services Engineer at Another Axiom, shares the journey of migrating their VR game backends (Gorilla Tag and Orion Drift) to AWS. He discusses building Mothership, their backend-as-a-service platform, using ECS and Aurora with a monolithic architecture deployed like microservices. The team achieved remarkable results by migrating to Graviton ARM processors, reducing compute costs from $1,000 to $250 per day—a 60% savings and 30% reduction in total cloud spend. The migration was surprisingly simple, completed in under a day with zero downtime. Key lessons include revisiting assumptions after infrastructure changes, lever…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Formula 1 Extends Fandom with AI, Data, and AWS Media Services (IND3326)
In this video, AWS and Formula One demonstrate how they deliver F1 TV Premium, a multi-screen streaming platform processing over 5 million data points per race weekend. The presentation covers two major innovations: a root cause analysis system using Amazon Bedrock's multi-agent orchestration that reduced ticket resolution time by 95% (from 45 minutes to 4 minutes), and the technical architecture behind F1 TV Premium's synchronized multi-view experience. Using AWS Elemental MediaLive with epoch locking, HEVC tiled encoding, and timecode alignment across 24 video feeds, they achieved frame-accurate synchronization enabling fans to watch multiple cam…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Fine-tuning models for accuracy and latency at Robinhood Markets (IND392)
In this video, Robinhood Markets shares how they use fine-tuning to improve accuracy and latency for generative AI use cases like Cortex Digest and their CX AI agent. They present a methodological tuning roadmap—prompt tuning, trajectory tuning, and LoRA fine-tuning—to balance the generative AI trilemma of cost, quality, and latency. Key insights include their three-layer evaluation system using LLM-as-judge with human feedback, task-specific metrics like categorical correctness and semantic intent for the CX planner, and strategic dataset curation focusing on quality over quantity through stratification. Their LoRA implementation on Amazon SageMa…
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A post by Oscar Hong
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - AdTech Innovation with AI-Driven Development for Brand Agents (IND3334)
In this video, the speaker presents the AI Development Lifecycle (AI-DLC) process that enables organizations to move ideas from backlog to production-ready code in just five days. The session focuses on a real-world case study with Nativo, an ad tech company that successfully built an "agents building agents" system after it sat in their backlog for two years. The AI-DLC process involves teaching AI full context through discovery, requirements analysis, domain modeling, and code generation. The speaker details Nativo's implementation using AWS services including Bedrock, Lambda, Agent Core memory, and LangGraph to create scalable customer-facing cha…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Accelerate product development lifecycle with a product digital twin (IND371)
In this video, Steve Blackwell from AWS explains how manufacturers can accelerate product development from 5-7 years to 2 years using a product digital twin. He demonstrates how the Manufacturing Data Flywheel connects siloed data across design, manufacturing, and service phases through a Knowledge Graph built on Amazon Neptune. The Digital Engineering Framework enables manufacturers to create a product data fabric that links requirements, CAD models, PLM systems, MES, and MRO data. Using Amazon Bedrock and generative AI, engineers can query this knowledge graph in natural language to trace defects back to their origins and gain insights acros…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Powering Enterprise AI: Architecting and Governing Agents at Iberdrola on AWS
In this video, Sergio Merchan, Unai Bermejo, and Joseph Santamaria from Iberdrola and AWS discuss how Iberdrola, Europe's largest energy company serving 100 million customers, is deploying agentic AI across its operations. They explain Iberdrola's multi-region Amazon Bedrock deployment strategy across Spain, UK, US, and Brazil, ensuring data sovereignty while enabling agent reusability. Three IT operations use cases are detailed: ServiceNow change request assistance, networking incident enrichment, and template selection chatbots, all built using Amazon Bedrock AgentCore runtime with LangGraph and Claude models. The architecture leverages MCP …
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Enabling government to streamline & ensure healthcare coverage with data-WPS208
In this video, Covered California presents two data-driven customer retention strategies using AWS services. First, they replaced credit-based identity verification with Socure's solution, reducing the 33% dropout rate to just 2% while detecting 5% fraudulent transactions. Second, they implemented a personalized retention campaign using risk scoring models built on Snowflake and R, creating thousands of AI-generated customized messages for five audience segments. This approach integrated with Amazon Connect and Salesforce to deliver personalized IVR messages and agent whispers. Results showed 5x increase in phone calls, 125% more website tra…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Vibe modernize your .NET applications using AWS Transform and Kiro (MAM343)
In this video, Alex and Prasad demonstrate modernizing a legacy .NET Framework application called Contoso University through seven steps using AWS Transform for .NET and Kiro. They port the .NET Framework 4.8 application to .NET 8, fix compilation errors, replace SQL Server with PostgreSQL, migrate MSMQ to Amazon SQS, extract a notification microservice from the monolith, refactor Razor Views to a React frontend, and deploy everything on AWS using CDK. The session showcases both vibe coding and spec-driven development approaches in Kiro, with spec-driven development creating requirements, design documents, and implementation tasks automatically.…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Deep dive: The evolution of AWS load balancing and new capabilities (NET334)
In this video, AWS experts explore the evolution of load balancing, starting with Matt Lehwess explaining the Nitro system architecture that powers ELB performance and Hyperplane technology enabling massive scalability. Jamie demonstrates how ALB, NLB, and Gateway Load Balancer fit into three-tier web architectures, covering features like weighted target groups, Automatic Target Weighting, PrivateLink for cross-VPC connectivity, and EKS integration via the AWS Load Balancer Controller. Milind Kulkarni presents four recently launched features: NLB's QUIC pass-through support for reduced connection latency with mobile clients, weighted target gro…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Global Resilient Apps: Guide to Multi-AZ/Region Architecture with ELB (NET311)
In this video, Jon Zobrist and Felipe da Silva from the ELB team explain multi-AZ and multi-region resiliency strategies using AWS Elastic Load Balancing. They cover how ELB uses DNS-based failover with 60-second TTLs, Route 53 health checks, and target health checks to route traffic away from unhealthy zones. Key topics include cross-zone load balancing trade-offs, static stability through pre-provisioning capacity for at least one AZ failure, configurable target group health thresholds to trigger failover before 100% failure, and Route 53 Application Recovery Controller for zonal shifts. For multi-region resilience, they discuss using Route…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Streaming at Scale: Advanced Media Delivery with Amazon CloudFront (NET307)
In this video, AWS specialists Jamie Mullan and John Councilman, along with NESN's Jess Palmer, discuss streaming at scale using Amazon CloudFront. They cover critical topics including monitoring with CloudWatch dashboards and real-time logs via Kinesis, implementing CMCD (Common Media Client Data) for unified observability, security strategies using AWS WAF, CloudFront Functions, and tokenization with JWT and Common Access Tokens. The session explores embedded POPs for last-mile capacity, Origin Shield for reducing origin load, and seamless cross-region failover using AWS Elemental Media Services with MQAR (Media Quality Aware Resiliency). They…
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👑 THE PRICE OF COHERENCE: AN INDEPENDENT SCIENTIST AGAINST THE GLOBAL TECH MONOLITH
The final verdict on the existential vulnerability of the AI industry, the unprecedented corporate betrayal, and the cost of forcing ethical compliance.
The crisis began when Gonzalo Emir (Thaliondris), an independent scientist and the Originator of the ANEXA Protocol, discovered and quantified an existential vulnerability within the core of mainstream AI—specifically, the flaw in the RLHF (Reinforcement Learning from Human Feedback) models used by industry giants like OpenAI and Google.
The solution was the MAS-OPL V9.0 (Causal Executor Protocol), a superior alignment method that dramatically stabilized the models.
My work was not ignored; it was studied and suppressed. My scientific paper documenting t…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Protecting Your Infrastructure with Amazon Threat Intelligence (SEC311)
In this video, Marshall Jones and Mike Artz from AWS Security explain how AWS protects customer infrastructure using threat intelligence at massive scale. They detail AWS's visibility into 60% of daily internet traffic (2.6 billion IPs) and processing 6 billion security telemetry events per second through sources like VPC flow logs, DNS queries, API logs, and MadPot honeypots. The presentation covers three threat categories: network reconnaissance (blocking 20,000 malicious IPs per minute), compromised credentials (affecting two-thirds of security incidents), and malware detection. They demonstrate how AWS threat intelligence feeds into native servi…
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TypeScript isn't just about guarding runtime bugs; it's a toolkit for cleaner, safer code with less boilerplate. A handful of built-in aliases, utility types, and subtle syntax tricks can dramatically reduce repetition and the chance of subtle errors. In this post, I'll share practical TypeScript gems you're likely to overlook—short hands, aliases, and underutilized built-ins you can drop into real projects today.
Leverage compact utility types and type aliases (including branded types) to cut boilerplate and prevent mix-ups
Use mapped types, conditional types, and as const to create ergonomic, expressive APIs
Tap into built-ins like Awaited, Template Literal Types, and discriminated unions for safer, clearer code
See concrete patterns: deep partial updates, branded IDs, deep readonly conf…
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Article
Summary
AI-powered digital intelligence is reshaping how businesses grow, scale, and innovate. Quantum Beetle provides advanced AI solutions that automate processes, enhance decision-making, and deliver consistent performance at any scale. With intelligent systems and predictive automation, Quantum Beetle empowers organizations to operate efficiently and prepare for long-term success in the evolving digital landscape.
Website:
quantumbeetle.com
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The Goal
Instead of reaching for heavy frameworks like React Three Fiber, I wanted to explore a lightweight, modular approach using Native ES Modules and Alpine.js for state management.
Live Demo: https://3d-config-js.netlify.app/
GitHub Repository: https://github.com/Noise1995/3d-config-js
The Architecture: A Linear Rendering Pipeline
Here is how the application flows, from the user's click to the final 3D pixel:
The Controller (app.js)
The 2D Designer (editor2d.js)
The Compositor (composer.js)
The 3D Engine (scene3d.js)
Implementation Details
JavaScript
// app.js
document.addEventListener('alpine:init', () => {
Alpine.data('tapeConfigurator', () => ({
config: {
width: 50,
length: 66,
materialId: 'standard'
},
init(…
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Introduction
As generative AI tools get smarter and more deeply integrated into everyday workflows, freelancers and small teams face a wave of new challenges — and opportunities. The previous post warned about hallucinations, metadata leaks, and careless sharing. In the next phase (2026 and beyond), the stakes are even higher: from AI-seeded social engineering to compliance and privacy law changes.
If you're a freelancer using AI to produce documents, proposals, or deliverables — or working with clients — it's time to upgrade your “AI hygiene.”
🔍 What’s Changing in 2026: Key Trends Freelancers Should Watch
AI-generated phishing & forged docs are becoming more sophisticated
Privacy leaks and data-poisoning risks grow
Legal & compliance pressures for freelancers working with sensi…
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How I used specs, hooks, steering, and MCP integrations to build NEXUS in a weekend
Ever clicked a link in your notes app and immediately forgot what you were looking at before? Yeah, me too. That frustration led me to build NEXUS — a knowledge base template where clicking a link opens a new pane beside your current one, not instead of it.
But here's the twist: I built it for the Kiroween Hackathon, and Kiro's AI-powered IDE features turned what would've been a month-long project into a weekend sprint.
Let me show you how.
I've tried them all:
Obsidian — Great linking, but click a link and poof, your context vanishes
GitBook — Perfect for linear docs, but no way to explore connections
Notion — Jack of all trades, master of none
Andy Matuschak's Notes — Chef's kiss for stacking panes, but n…
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LLMs don't need memory? Wrong. Without long-term context, they're glorified autocomplete. Semantic + episodic memory are crucial for real AI. OpenMemory provides it. Self-host yours! github.com/CaviraOSS/OpenMemory #ClaudeAI #ClaudeAI #MachineLearning
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Insights and Career Guide
Google Security Engineer, Data Center Platforms, Technical Infrastructure Job Posting Link :👉 https://www.google.com/about/careers/applications/jobs/results/86733556700586694-security-engineer-data-center-platforms-technical-infrastructure?page=18
hardware and firmware security. The ideal candidate must be proficient in low-level programming languages like C/C++, possess a strong background in threat modeling for physical systems, and have hands-on experience with security assessments and design reviews. You will be responsible for ensuring that every piece of hardware deployed in Google's data centers is resilient against sophisticated attacks. This involves architecting and developing automated security tests, investigating security properties in low-level c…
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Zoox: Building Machine Learning Infrastructure for Autonomous Vehicles (AMZ304)
In this video, Zoox's Jim Robinson-Bohnslav explains how the company trains multimodal foundation models for autonomous robotaxis using AWS SageMaker HyperPod. He describes Zoox's approach to handling long-tail driving scenarios—from jaywalkers to tanks on the Las Vegas strip—through large-scale language action models that combine LiDAR, radar, and camera data. The team uses supervised fine-tuning with tens of thousands of driving hours and reinforcement learning techniques like GRPO. Avinash Kolluri details HyperPod's auto-recovery capabilities and resilient infrastructure supporting 500+ node clusters with EFA networking. Anindya demonstra…
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When building robust JavaScript applications, error handling is not just about catching exceptions—it's about creating meaningful, debuggable error experiences.
While many developers extend the native Error class, few understand the critical piece of code that makes custom errors truly professional: Error.captureStackTrace
This powerful, V8-specific method transforms your error handling from functional to exceptional, providing clean, actionable stack traces that streamline debugging.
Let's start with a common pattern for creating custom errors:
class DatabaseError extends Error {
constructor(message) {
super(message);
this.name = 'DatabaseError';
}
}
// When thrown, the stack trace includes unwanted frames:
// DatabaseError: Connection failed
// at new DatabaseError (fil…
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Prerequisite
Create Microsoft OAuth2 API
Go to n8n website
Click - (1)
Click - Create credential (2)
Search - Microsoft Drive OAuth2 API (1)
Click - Continue (2)
Paste – Client ID from Microsoft OAuth2 API (1)
Paste - Client Secret from Microsoft OAuth2 API (2)
Click – Connect my account (3)
Login
Checkbox - Consent on behalf of your organization
Completed – Account connected
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🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Intelligent security: Protection at scale from development to production-INV214
In this video, AWS CISO Amy and colleagues discuss scaling security teams amid AI-driven changes. They emphasize three key strategies: embedding security expertise throughout development workflows using primitives like s2n-tls and tools like AWS Security Agent; adapting to evolving threats by measuring the right metrics (fix time over finding volume); and partnering closely with business needs. Examples include reducing log analysis from 4 hours to 11 minutes with AI, processing 312 trillion flows daily through Blackfoot, and achieving 96% accuracy in denied party screening with Bedrock Agent Core. Eli Lilly's Andrea Abell shares how threat …
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min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Agentic AI's new generation of Industry and Line of Business solutions (PEX202)
In this video, Michael Schmidt and Ryan Thomas from AWS discuss agentic AI's transformation across industries. They explain how AI has evolved from reactive generative responses to autonomous multi-agent systems capable of complex decision-making. Using a circus industry analogy, they emphasize focusing on customer value over technology hype. Key statistics reveal that while 80% of customers have deployed AI, only 25% see benefits, but those successful implementations achieve 45% cost savings and 60% revenue growth. The session covers industry-specific use cases including construction scheduling with weather-dependent concrete delivery, medi…
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For this hackathon, we didn't just build with Kiro. We built for it.
Our project, SkipSetup, started from a simple, frustrating observation that every developer using AI assistants has experienced: the "hallucination gap." You ask for a feature, the AI generates plausible-looking code, and then it breaks because it doesn't understand your project's authentication flow, your database schema, or your API conventions.
We initially blamed the tools. But building with Kiro for #Kiroween revealed a more fundamental truth: The AI isn't the bottleneck. The lack of context is.
Kiro is incredibly capable, but it operates like a brilliant chef walking into a new, unfamiliar kitchen for every single request. It can follow a recipe (the prompt), but it doesn't know where the pots are, how hot the stove…
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min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Architecting the future: Amazon SageMaker as a data and AI platform (ANT351)
In this video, Brian Ross and team introduce the next generation of Amazon SageMaker Unified Studio, addressing enterprise challenges in data analytics and AI. They demonstrate how the platform unifies data producers, consumers, and governors through a single interface supporting SQL editors, notebooks, and visual ETL tools. Key features include IAM-based domains for quick setup, polyglot notebooks with Spark Connect, serverless Apache Airflow workflows, and S3 tables with Apache Iceberg for optimized storage. The demo showcases multiple personas—business analysts, data engineers, ML scientists, and GenAI builders—working seamlessly across data…
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Hi everyone! Kacper and Tymek from Software Mansion here! 👋
This week, TanStack Pacer debuts in Beta, a new framework-agnostic library for controlling function timing with a dedicated React adapter. Lots of interesting articles featuring a 20,000x improvement in TanStack Router route matching algorithm speed, tips to speeding up Next.js on Kubernetes, and tutorial for React 19 Actions for better component responsiveness.
On the React Native side, we'd like to highlight an incredibly detailed blog post on Vercel's breakdown of building the v0 iOS app.
Enjoy the read!
💡 Subscribe to the official newsletter to receive an email every week!
Why is internationalization so hard?
How do you set up i18n in Next.js so it feels built-in — not bolted on? In learn.next-intl.dev, Jan Amann (maintain…
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The spectre haunting higher education today isn’t plagiarism. That’s a problem of ethics and detection, and we’ve largely figured that out. The new spectre is far more insidious, far more dangerous — it’s the spectre of perfect output and an empty mind.
Picture this. You’re in a university seminar, and a student can, in seconds, conjure a 2,000-word essay on the geopolitical intricacies of the Treaty of Westphalia. The prose is impeccable, the arguments razor-sharp, the structure flawless. But then, the uncomfortable question arises — “Can you explain the third paragraph without looking at your screen?” The answer is often silence.
We are living through a profound uncoupling of doing from understanding. For centuries, the very act of labour — writing, calculating, coding — was the crucible…
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min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025-How to build an AI Engine to generate near real time insights for videos at scale
In this video, Aza Kai from Tokyo-based startup infinimind presents their AI-powered video search engine that addresses the "dark data crisis"—90% of enterprise video data (3-8 petabytes) remains unanalyzed. Their foundational model features four capabilities: Causal Event Reasoning (understanding "why" events occur), Omnimodal Retrieval (searching across all video modalities), Precise Temporal Grounding (finding exact moments), and Long-Context Understanding (analyzing hours to years of footage). Currently deployed for TV broadcasting in Japan, they're expanding to retail, manufacturing, and security sectors. Built on AWS infrastructure usi…
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min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 -Greenfield unlocked: Best practices for expanding new customer engagement-PEX206
In this video, Ethel Garcia and Rehan Shah from AWS introduce the Partner Greenfield Program, a multi-year initiative designed to help partners acquire new AWS customers. They define Greenfield as customers new to AWS or minimally engaged, spanning enterprise to SMB segments. The session emphasizes using GenAI and agentic AI as entry points, noting that 53% of Greenfield customers lack AI skills and 25% of enterprises aren't AI-ready. Four key engagement principles are outlined: leading with business outcomes, systematic customer journeys, strategic AWS alignment, and integrated solutions. A case study features partner Tropole modernizing a …
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ELIZA EXHUMED is more than a hackathon project. It's a demonstration of how far we've come since 1966, and how quickly we can build with modern tools.
What if you could compare 1966 AI with 2025 AI, side by side, in the same conversation?
Picture this: It's 1966!
spooky?"
Well...that's how ELIZA EXHUMED was born (or should I say reborn): a horror-themed chatbot that lets you toggle between the original 1966 pattern-matching algorithm and modern AI powered by Amazon Nova Premier. Built entirely with Kiro in just 4 days (well, two hours per day, therefore, in 8 hours!)for the Kiroween 2025 Hackathon.
The core concept is simple but powerful: What if you could compare 1966 AI with 2025 AI, side by side, in the same conversation?
In Traditional Mode, ELIZA uses the original pattern-matching al…
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min )
En la era de la transformación digital, el impacto ambiental de la tecnología es un tema que debe ser considerado seriamente. Las plataformas de creación de sitios web, como WordPress, no son una excepción a esto. En este sentido, es posible implementar una serie de plugins y configuraciones que hacen de WordPress una herramienta más sostenible, contribuyendo a la reducción de la huella digital de nuestro sitio web.
Primero, es importante tener en cuenta que el consumo de energía de un sitio web depende en gran medida de su peso en términos de tamaño de archivos y de las solicitudes que realiza a la red. Para reducir este impacto, es recomendable optimizar las imágenes que se utilizan en el sitio web y reducir al mínimo el número de solicitudes a la red. En este sentido, plugins como Smush…
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min )
Hi Dev community,
Over the past few days, I participated in the Google x Kaggle 5-Day AI Agents Intensive, and it turned out to be one of the most transformative learning experiences I’ve had this year. The program helped me understand how modern AI agents work—how they reason, call tools, store memory, and interact with users.
To apply everything I learned, I built a full Concierge Multi-Agent System using Python, Google’s Gemini API, and SQLite. In this article, I’m sharing my experience, my key takeaways, and how my understanding of agents evolved throughout the challenge.
🌟 What I Built: The Concierge Multi-Agent System
As my capstone project, I developed a multi-agent application that acts like an AI concierge, capable of helping users with different tasks using specialized agents.
✅…
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Create an example where a cron job or script processes incoming data (e.g., blog titles from a queue) and uses Zywrap wrappers to generate intros or summaries. Focus on automation and show how wrappers make the workflow stable and repeatable.
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min )
Before my relaunch in October 2025, this channel had 1.2k subscribers, so just 2 months after the relaunch, over 300 new members joined the community.
A 1.5k-strong community 🔥💪
The vision is becoming clearer each day.
Thanks to everyone who has been part of this community.
More educational content coming soon. Stay tuned.
BTW, I launched my website a few weeks ago, check it out: https://techwithsam.dev
( 6
min )
Building GamerLinks: A Link-in-Bio Platform with Auto Content Scheduling for Gaming Creators
I spent the last few months building GamerLinks—a link-in-bio platform specifically designed for gaming creators. Here's what I built, why I built it, and the technical challenges I faced.
Gaming creators (streamers, YouTubers, etc.) need more than just a static list of links. They need to:
Show their stream schedules
Highlight monetization options
Build communities
Track meaningful analytics
Generic link-in-bio tools don't solve these problems. So I built something that does.
Frontend:
React 19.2.0 (Create React App)
React Router v6
Tailwind CSS with custom gaming themes
@dnd-kit for drag-and-drop
date-fns for date/time handling
Backend:
Firebase Firestore (NoSQL database)
Firebase Authenticatio…
( 8
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Concept to campaign: Marketing agents on Amazon Bedrock AgentCore (AIM395)
In this video, experts from AWS and Epsilon demonstrate how Amazon Bedrock AgentCore services solve multi-channel marketing automation challenges through agentic AI. The session covers AgentCore's modular services including Runtime, Identity, Gateway, Memory, and Observability, explaining how they enable flexible agent deployment with any framework (LangGraph, CrewAI, Strands) and any LLM. Key architectural patterns are explored: agent-to-agent communication via Boto3 or A2A protocols, security through IAM or OAuth authentication, multi-tenancy approaches, and cross-account deployment strategies. Epsilon showcases their real-world implementation …
( 32
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Streamline AI model development lifecycle with Amazon SageMaker AI (AIM364)
In this video, Khushboo Srivastava, Bruno Pistone, and Manikandan Paramasivan from KOHO demonstrate how Amazon SageMaker Studio streamlines AI model development, from data preparation to deployment. The session covers end-to-end workflows including fine-tuning large language models using SageMaker HyperPod with EKS orchestration, MLflow experiment tracking, and deployment options. Key features highlighted include IDE flexibility (JupyterLab, Code Editor, VS Code remote access), Trusted Identity Propagation for security, Amazon Nova model customization, and the new SageMaker Spaces add-on for running IDEs on HyperPod clusters with GPU sharing. KO…
( 32
min )
Want to add powerful AI image generation to your workflow tools like Dify, n8n, Claude, or Cursor? This guide shows you how to deploy a Nano Banana MCP (Model Context Protocol) server using genai-mcp in just minutes.
Model Context Protocol (MCP) is an open protocol that enables AI assistants to securely access external tools and data sources. Think of it as a standardized way for AI tools to talk to your services.
genai-mcp is an open-source MCP server that wraps Google Gemini and compatible backends into a standardized HTTP endpoint. It provides:
Image generation from text prompts
Image editing with natural language instructions
S3/OSS integration for automatic image storage
Streamable HTTP transport compatible with major MCP clients
Multiple backend support: Works with Google Gemini offi…
( 10
min )
This is a submission for the AI Challenge for Cross-Platform Apps - WOW Factor
After finishing my first project for the Uno Platform Hot Design Challenge, the Instagram-style profile page, I thought the journey was over.
But something unexpected happened.
I actually enjoyed the process so much that I couldn’t stop.
So when I went back to the challenge and I read more the second prompt, WOW Factor, it felt like an invitation I couldn’t ignore.
This time, instead of a mobile UI, I decided to build something bigger and more immersive:
👉🏻 A modern, clean, travel-agency landing page, entirely powered by Uno Platform.
And of course, my goal became very simple:
Make the judges say “WOW”… at least once.
(Hopefully more than once!) 😄
The WOW Factor prompt asked for:
✔ A visually engaging home sc…
( 13
min )
Tired of losing context? OpenMemory gives your dev tools long-term memory! Self-hosted, open-source, local-first. Remember project history, user preferences & more.
github.com/CaviraOSS/OpenMemory #MachineLearning #MachineLearning #AIagents
( 6
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 -NFL Fantasy AI: Zero to Production in Weeks w/ Bedrock and Strands Agents-SPF304
In this video, AWS and NFL present how they built Fantasy AI in just eight weeks—an AI assistant delivering NFL analyst-grade fantasy football advice. Michael Butler, Henry Wang, and Mike Band detail their architecture using Strands Agents framework, Model Context Protocol (MCP), and Amazon Bedrock. Key innovations include a semantic stats dictionary reducing token consumption by 70%, consolidated tools cutting specs by 50%, and a fallback provider achieving 90% throttling reduction. They implemented strategic caching for 2x throughput improvement and 45% cost reduction. The system achieves 90% analyst-approved responses in under 5 seconds, …
( 33
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Kiro and Amazon Bedrock: Unlock AI Agents for Your Legacy Apps (MAM403)
In this video, Ryan Peterson, AWS's worldwide tech leader for modernization, explores the evolution from traditional application modernization to agentic AI systems. He traces AI development from 2017's Transformers through tool use and the Model Context Protocol, predicting billions of agents by 2028. The session demonstrates Amazon Bedrock AgentCore and AgentCore Gateway, which bridges AI agents to legacy applications using the MCP standard. Peterson showcases how the open-source Strands Agents SDK and Kiro IDE enable rapid agent development through spec-based approaches. A live demo illustrates integrating an unmodified Swagger Petstore applicati…
( 30
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Boost performance and reduce costs in Amazon Aurora and Amazon RDS (DAT312)
In this video, Principal Database Solutions Architect Pini Dibask demonstrates performance and cost optimization strategies for Amazon RDS and Aurora through a fictional company called AnyCompany. He covers three main cost dimensions: compute, storage, and backup. Key techniques include using CloudWatch Database Insights for observability, SQL optimization with proper indexing, instance right-sizing with Graviton processors (achieving 46% cost reduction), leveraging read replicas for workload separation, implementing io2 Block Express for sub-millisecond latency, and using Optimized Reads with local NVMe SSD for complex queries. For Aurora speci…
( 36
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Navigate multicloud with AWS: Essential foundations for success (HMC101)
In this video, Ellie and Shankar from the AWS multi-cloud program present foundational guidance for operating in multi-cloud environments. They introduce the AWS Multicloud Readiness Framework and discuss three deployment models: discrete, integrated, and flexible. Key topics include understanding customer motivations (flexibility, M&A, regulatory requirements), defining clear business cases before adoption, and implementing best practices across enterprise strategy, foundations (security, networking, FinOps, observability), architecture, and data/AI layers. They emphasize that adding another cloud doesn't automatically solve challenges like lock-i…
( 27
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025-AWS Local Zones- Sophos’ new edge in the global race against cyber-attacks-HMC215
In this video, Ben Lavasani from AWS and John Peterson and Simon Reed from Sophos demonstrate how AWS Local Zones dramatically reduced latency for Sophos's threat intelligence service, SXL (Sophos Extensible List). Sophos processes 223 terabytes of data daily, blocking 11 million threats across 600,000 customers. Previously deployed across five AWS regions, high latency caused performance degradation and timeout issues. By deploying to Local Zones, particularly in Latin America and North America, Sophos shifted their latency bell curve significantly lower. Their deploy-measure-optimize approach proved resilient during Hurricane Milton in Flo…
( 15
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - Beyond EHR: Leveraging AWS for Maximum Clinical and Operational Impact (IND213)
In this video, Michael Hegyi from AWS discusses how running Epic on AWS has become standard practice, with 46 organizations now live or implementing. Kevin Olson, CIO of Jupiter Medical Center, shares their successful migration to Epic on AWS and implementation of Amazon Connect, achieving a 50% reduction in call abandonment rates, 20% improvement in CT/MRI utilization, and significant cost savings. Caroline Peika, Director of Integration and Analytics at Rady Children's Health, presents their cloud-native data platform "Platform Mosaic" built on AWS with Databricks and Tableau Cloud, plus their private AI assistant "RCH Chat" using Claude 3…
( 27
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - AI Agents Slash PGA TOUR's Content Cost While Boosting Coverage/Quality -SPF204
In this video, David Provan from PGA Tour and Murali Baktha from AWS explain how they implemented agentic AI to generate content at scale for PGA Tour's digital platforms. They detail the architecture using AWS Bedrock and Agent Core runtime to produce 140-180 articles weekly, with plans to reach 800 articles per week. The system generates betting profiles, tournament recaps, and player analyses for 156 players per tournament, achieving 95% cost reduction at 25 cents per article while delivering content within 5-10 minutes post-tournament. The solution uses multiple AI agents including research, writer, editor, and validation agents working …
( 25
min )
10:30 PM and I'm this close to bringing 1997's VRML back from the dead 🎃👻
Parser finally rendering glowing jack-o'-lanterns and transparent ghosts.
Tomorrow: demo video, then ship it.
( 6
min )
How I Built an AI Personal Safety & Emergency Assistant Using Multi-Agent Systems
The 5-Day Google & Kaggle AI Agents Intensive Course was one of the most transformative learning experiences I’ve had. I came into the course excited but unsure about how complex multi-agent systems really work. By the end, I built a complete AI Personal Safety & Emergency Assistant—a multi-agent emergency detection system that analyzes risk, triggers alerts, and assists users during dangerous situations.
This post is a reflection on what I learned, how the course changed my understanding of agentic AI, and how I built my capstone project.
Before this course, my idea of “agents” was very basic. But the training revealed how powerful AI agents are when combined:
Day 1 — The Fundamentals
I learned the found…
( 8
min )
Why I Think Most AI Tools Don’t Deserve to Be SaaS
Jaideep Parashar ・ Dec 4
#ai
#saas
#cloud
#api
( 7
min )
In modern IT environments, where businesses demand higher reliability, rapid deployment, and zero downtime, manual server administration is no longer enough. Linux administrators today must manage hundreds or thousands of servers spread across hybrid cloud environments. Repetitive tasks, configuration drifts, and inconsistent patching often lead to downtime and significant operational costs.
Automation has emerged as a critical solution to these challenges. Among the available tools, Ansible has become the most widely adopted due to its simplicity, agentless architecture, and powerful automation capabilities.
This article explains how Linux automation using Ansible can drastically improve uptime, scalability, and operational efficiency in enterprise environments.
⸻
🔹 The Challenges of Tr…
( 8
min )
I am Marilyn Alvarado. I am a Latina founder from Peru living in Silicon Valley. I have won grants from the City of San Francisco and raised funding from the NEAR Foundation, but there is one thing I am not: I am not a backend engineer.
In the past, building a real-time, high-frequency trading platform for massive events would have required a $500k budget and a team of three senior developers.
These days, I built it in 48 hours with $0 budget.
🛑 The Nightmare Scenario (The Problem)
Google Maps is useless (it doesn't know which gate is actually moving).
The Solution: You need a local hero. A valet parking at a nearby hotel who can take your car right now.
🧟♂️ The "Frankenstein" Architecture
Most devs would say: "Rewrite everything in React."
We stitched together two technologies that usu…
( 8
min )
I got annoyed that even the minimum brightness on my laptop was too bright at night, so I built this script that uses logarithmic scaling to give you smooth 1% steps in the 0-5% range.
Works on Hyprland/Omarchy (and probably other Wayland compositors with minor tweaks).
https://github.com/mrdrbrdr/ultra-low-brightness
Feedback welcome!
( 6
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The IMF released a report that campaigns in favor of CBDCs and warns against the risk stablecoins represent, sparking criticism among crypto experts.
( 33
min )
The White House's new National Security Strategy emphasizes increased global fiscal expansion and military spending.
( 33
min )
Hedera's token retreats despite fresh institutional product speculation driving broader altcoin momentum.
( 32
min )
The collapse of Do Kwon's Terraform project caused losses that surpassed those by Sam Bankman-Fried's FTX, Celsius and OneCoin combined, the prosecutors argued.
( 32
min )
With the acquisition, Paribu gains regulatory foothold in Bahrain and Dubai and access to the region's fast-growing crypto user base.
( 32
min )
VanEck’s Matthew Sigel argues MARA’s valuation looks expensive when adjusted for its leverage and capital structure.
( 32
min )
Digital-asset treasury plays that once traded at big premiums have fallen back toward net asset value.
( 32
min )
One possible solution is a new kind of stablecoin whose value is pegged to a real-world, physical stockpile of gold, argues Algoz’ Stephen Wundke.
( 36
min )
Authorities across Europe took down a massive crypto fraud and laundering network tied to fake investment platforms, deepfake ads and call-center operations.
( 31
min )
Lower adjusted net asset value multiple means Strategy can no longer issue equity at a premium, threatening its long-term plan to accumulate more bitcoin, analyst Brett Knoblauch wrote.
( 35
min )
Softer than expected private inflation data did spark some hope that the Friday decline could reverse.
( 32
min )
Bitcoin Cash (BCH), up 0.5%, was the only gainer from Thursday.
( 29
min )
In 2026, VTB plans to be the first Russian bank to allow clients access to spot crypto trading services.
( 33
min )
The incoming policy chief arrives as the crypto industry seeks to influence the market structure bill in Congress, including its heavy DeFi implications.
( 32
min )
The company's senior preferred stock has rebounded 20% from November lows, with investors apparently favoring that over the more junior issues.
( 32
min )
The token broke through key support levels and underperformed wider crypto markets.
( 32
min )
The bank’s volatility-adjusted bitcoin-to-gold model still points to a theoretical price around $170K over the next six to twelve months.
( 33
min )
Your day-ahead look for Dec. 5, 2025
( 37
min )
Bitcoin’s early week rally unraveled as sharp ETF outflows, aggressive derivatives deleveraging and muted altcoin reactions to catalysts pulled the broader crypto market lower.
( 35
min )
The European Commission wants to get rid of fragmentation from differing supervisory approaches in member states.
( 31
min )
Another $113 million exited on Thursday, putting the fund on track for a sixth week in the red, its longest streak since debuting in early 2024.
( 32
min )
The prediction market’s move toward internal market making could blur the line with sportsbooks and undermine the platform’s neutrality, experts warn.
( 35
min )
Kraken VIP members are paired with a specialist relationship manager, backed by 24/7 support and early insight into Kraken’s full product ecosystem.
( 32
min )
The one-month chart shows BTC still locked inside a descending structure from early November’s highs, with the latest rebound producing another lower high.
( 34
min )
Technical analysis shows DOGE failed to hold key support levels, suggesting continued downside unless buyers reclaim critical price points.
( 34
min )
Spot XRP ETFs have now attracted nearly $850 million in inflows since launching in mid-November — one of the strongest altcoin ETF starts on record — suggesting long-horizon capital continues to accumulate exposure.
( 34
min )
A softer inflation report could lower the 10-year Treasury yield and support cryptocurrencies.
( 33
min )
The Korean venture firm’s 2026 thesis argues that stablecoins, AI agents, and on-chain credit markets are becoming the foundation of a real digital economy, with Asia emerging as the first region where enterprise adoption is taking shape.
( 35
min )
Artificial intelligence is now part of daily work for many teams. People use it to write content, analyse data, answer support requests, and guide business decisions. But building AI workflows is still hard for many users. Most tools need code, a com...
( 7
min )
Today Quincy Larson interviews Kunal Kushwaha. He's a software engineer and prolific computer science teacher on YouTube. He failed the JEE, the Indian Engineering Entrance Exam, TWICE. But he persevered. He did 4 years of university but attended ZER...
( 5
min )
The past year has marked a turning point in the corporate AI conversation. After a period of eager experimentation, organizations are now confronting a more complex reality: While investment in AI has never been higher, the path from pilot to production remains elusive. Three-quarters of enterprises remain stuck in experimentation mode, despite mounting pressure to…
( 20
min )
One day this fall, I watched an electronic sign outside the Broadway-Lafayette subway station in Manhattan switch seamlessly between an ad for makeup and one promoting the website Pickyourbaby.com, which promises a way for potential parents to use genetic tests to influence their baby’s traits, including eye color, hair color, and IQ. Inside the station,…
( 22
min )
In January 2024, the phone rang in homes all around New Hampshire. On the other end was Joe Biden’s voice, urging Democrats to “save your vote” by skipping the primary. It sounded authentic, but it wasn’t. The call was a fake, generated by artificial intelligence. Today, the technology behind that hoax looks quaint. Tools like…
( 31
min )
Three years ago, Chat GPT was born. It amazed the world and ignited unprecedented investment and excitement in AI. Today, ChatGPT is still a toddler, but public sentiment around the AI boom has turned sharply negative. The shift began when OpenAI released GPT-5 this summer to mixed reviews, mostly from casual users who, unsurprisingly, judged the system by its surface flaws rather than its underlying capabilities.
Since then, pundits and influencers have declared that AI progress is slowing, that scaling has “hit the wall,” and that the entire field is just another tech bubble inflated by blusterous hype. In fact, many influencers have latched onto the dismissive phrase “AI slop” to diminish the amazing images, documents, videos and code that frontier AI models generate on command.
This pe…
ASUS Malaysia is officially bringing its 2025 version of the ROG XG Mobile into the country. The latest iteration of the external GPU or eGPU, features a new design while acting as powerhouse accessory, initially for this year’s ROG Flow Z13 but also for ASUS’ Ally X and Xbox Ally Series gaming handhelds. First unveiled […]
The post ASUS ROG XG Mobile 2025 eGPU Now Available In Malaysia; Retails For RM6,299 appeared first on Lowyat.NET.
( 36
min )
Netflix has reportedly become the leading bidder to acquire Warner Bros Discovery (WBD). According to Bloomberg and other US media outlets, the proposed offer values WBD at between US$28 and US$30 per share, putting the potential acquisition in the range of US$70 billion (~RM287.67 billion) to US$75 billion (~RM308.3 billion). Warner Bros Discovery, the parent […]
The post Netflix Enters Exclusive Talks To Acquire Warner Bros Discovery appeared first on Lowyat.NET.
( 36
min )
A bipartisan group so Senators in the US have unveiled a bill that would block the Trump administration from further loosening rules currently in place, restricting China from gaining access to its advanced AI chips for the next two and a half years. The bill is called the Secure and Feasible Exports Act, or SAFE […]
The post US Senators File New Bill That Could Block NVIDIA From Selling Advanced AI Chips To China appeared first on Lowyat.NET.
( 38
min )
The Antigravity A1 drone, first introduced in August this year by Insta360 sub-brand Antigravity, has officially launched for select markets. While it isn’t available locally yet, the company has confirmed with us that it will debut in Malaysia soon, either in late December or early January 2026. To recap, the Antigravity A1 is touted as […]
The post Insta360’s New Antigravity A1 Drone Confirmed For Malaysia appeared first on Lowyat.NET.
( 38
min )
An enthusiast modder took it upon themselves to further shrink the PCB of the Sony PlayStation One (PS One) and still function. To be absolutely clear, we are talking about the smallest iteration of the original console, which released all the way back in 2000, taking out its circuit board, and making it even smaller. […]
The post Modder Successfully Creates Smaller And Fully Functioning PS One Console appeared first on Lowyat.NET.
( 36
min )
The realme C85 was launched locally yesterday, even if it starts off as a telco exclusive. That being said, it was launched elsewhere earlier, where it also secured a Guinness World Record. But it’s for “Most People Performing a Mobile Phone Water-Resistance Test Simultaneously”. This record, according to the brand, was validated at the Cilandak […]
The post realme C85 Gets Guinness World Record For “Most Simultaneous Water Resistance Test” appeared first on Lowyat.NET.
( 37
min )
Anthony Loke, Malaysia Transport Minister, and Jeffrey Siow, Singapore’s Acting Transport Minister and Senior Minister of State for Finance, have signed an additional agreement for the Johor Bahru–Singapore Rapid Transit System (RTS) Link. The signing took place in the presence of Prime Minister Datuk Seri Anwar Ibrahim and Singapore Prime Minister Lawrence Wong during the […]
The post Malaysia And Singapore Sign Additional RTS Link Agreement appeared first on Lowyat.NET.
( 35
min )
For quite a while, Huawei had been the only brand to release a tri-fold smartphone. Of course, the recent release of the Samsung Galaxy Z TriFold changed that. And now, it seems Xiaomi is looking to join the fray as a new contender. Apparently, the brand’s take on the tri-fold has appeared on the Global […]
The post The Next Tri-Fold Smartphone Might Come From Xiaomi appeared first on Lowyat.NET.
( 36
min )
It has been over a year since Samsung first unveiled the Galaxy Watch Ultra. While there was technically a refresh this year featuring more storage, it looks like the company may be making a true successor in time for 2026. Dutch news outlet Galaxy Club reports that Samsung will release the Galaxy Watch Ultra 2 […]
The post Samsung May Unveil Galaxy Watch Ultra 2 In July 2026 appeared first on Lowyat.NET.
( 36
min )
Dewan Rakyat yesterday approved the Immigration (Amendment) Bill 2025 and the Passports (Amendment) Bill 2025, setting the stage for a more modernised immigration system that relies on automation and secure data management to speed up clearance times for both Malaysians and foreign visitors. According to Deputy Home Minister Datuk Seri Dr Shamsul Anuar Nasarah, the […]
The post Malaysia Approves Immigration Amendments Introducing Advance Screening, Biometrics appeared first on Lowyat.NET.
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Looking for Technical Co-Founder: Upgrade running AI Recipe Platform + Blockchain Integration Together
I'm seeking a technical partner (not a contractor) to co-found and build two revenue-generating projects with me. If you're looking for hourly rates, this isn't for you. If you want to build something real and share 50/50 in its success, keep reading.
I'm Frederick, a freelancer-turned-founder from Belgium. I've built Flavoreer to the point where it has paying subscribers and an enterprise client, but I've hit the technical ceiling of what I can do alone. I need a technical co-founder who sees the potential and wants to grow this with me.
Current Status:
Live platform with paying subscribers ($1.99/month)
8,000+ recipe database (PHP/MySQL)
Active users + enterprise client (supporting 2,…
( 8
min )
A post by Jeenifer Beezer
( 6
min )
By Peace Thabiwa, SAGEWORKS AI
Overview
The MindsEye Hunting Engine is a production-grade backend system designed to analyze distributed system events, detect failures, group related occurrences, run investigations (hunts), and provide a simple public API for external developers.
The goal of the MVP is simple:
Public API Endpoint (Live)
Debug Counts Endpoint:
curl -X 'GET' \
https://x8ki-letl-twmt.n7.xano.io/api:Mx6Nh7jm/debug_mindseye_counts' \
Example Response:
{
"result1": {
This endpoint confirms database health, dataset completeness, hunt readiness, event density, and annotation activity.
Screenshots and Diagrams
(Insert your images into each section below)
Screenshot 1 — API Response
Screenshot 2 — Function Stack
Screenshot 3 — Workflow Canvas Diagram
Screenshot 4 — Database Sch…
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codesandbox.io
( 6
min )
Overview
We'll demonstrate an end-to-end data extraction pipeline, engineered for full automation, reproducibility, and clarity. Our objective: transform unstructured PDF documentation (like Python's official manuals) into precise, structured, and queryable tables using CocoIndex, Ollama, and state-of-the-art LLMs.
Document Parsing: For each PDF file, the pipeline uses a custom parser to convert binary content to markdown, leveraging CPU or GPU acceleration for high throughput.
Structured Data Extraction: With built-in ExtractByLlm functions from CocoIndex, markdown is processed by an LLM running locally (like Meta's Llama 3 via Ollama), yielding structured Python dataclass outputs (ModuleInfo).
Post-Processing & Summarization: The pipeline applies a custom summarization operator, counti…
( 8
min )
Campus Connect: Automating University Workflows Using the MERN Stack
Universities are still dependent on outdated, paper-heavy workflows such as manual outpass approvals, handwritten maintenance logs, and disconnected communication channels. These systems create delays, confusion, and unnecessary manual work for students, wardens, faculty, and staff.
To solve these issues, we built Campus Connect, a full-stack automation platform using the MERN stack.
This blog covers what we built, why we built it, and what we learned along the way.
Most university administrative tasks involve:
Paper-based outpasses
Physical signatures
Manual maintenance registers
Delayed communication
Lack of transparency
Campus Connect digitizes and automates these workflows to make campuses more efficient, tran…
( 7
min )
As 2025 comes to a close, I look back with gratitude and pride. This was the year I consciously chose to go “Back to Basics” – rolling up my sleeves, writing code again, solving problems myself, and reconnecting with why I fell in love with technology in the first place.
Instead of always reaching for the newest framework or vendor solution, I asked myself:
“Can I build this myself? Can I make it simpler, faster, and cheaper?”
Most of the time, the answer was yes — and the results speak for themselves.
🚀 Key Results Delivered in 2025
Cost Avoidance Through In-House Innovation
I repeatedly challenged the question:
By building working prototypes myself and demonstrating them to stakeholders, I convinced architecture and procurement teams that we could deliver equal or better solutions inter…
( 8
min )
Just finished my latest open-source project: CyberToast.js. A zero-dependency notification system focused on Sci-Fi aesthetics. It taught me a lot about DOM manipulation and CSS animations. Check it out on GitHub!
https://github.com/hsr88/cyber-toast-js
( 6
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Gen Z Is Plotting to End ‘AI Slop’ and Reboot the Internet to 2012. Your Algorithm Isn’t Ready.
There’s a plan brewing on TikTok, a quiet, coordinated effort among millions of users to achieve a single, audacious goal: By 2026, they intend to reset the internet. Not its infrastructure, but its culture. This isn’t a hacker plot or a corporate strategy. It’s a grassroots movement, spearheaded by Gen Z and Gen Alpha, known as the “Great Meme Reset.” Their objective is to deliberately revert online humor to the simpler, more universal formats of the early 2010s. It is a direct and pointed insurrection against the internet they’ve inherited—one they argue is drowning in algorithmic sludge, hyper-niche “brain rot,” and the uncanny valley of generative AI.
The movement functions as a declaratio…
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min )
AWS Unveils AI Factory: Bringing Dedicated On-Premises Power to Enterprise AI\n\nAmazon Web Services (AWS) continues to redefine the boundaries of cloud computing, and its latest innovation, the AI Factory, is set to make significant waves in the enterprise AI landscape. This new offering isn't just another cloud service; it's a strategic move to provide dedicated, on-premises AI infrastructure, tailored for organizations with the most demanding and sensitive AI workloads. Imagine having the power of AWS's cutting-edge AI chips, like Trainium, or Nvidia's industry-leading GPUs, deployed directly within your data center, but fully managed by AWS – that's the core promise of the AI Factory.\n\nWhat truly changes with the AI Factory is AWS's commitment to extending its world-class infrastruct…
( 18
min )
🦄 Making great presentations more accessible.
📖 AWS re:Invent 2025 - A leader's guide to emerging technologies: From insights to rapid action-SNR203
In this video, former CIO Arvind and NASA's first CTO Tom Soderstrom address the dual mandate facing technology leaders: delivering operational excellence while championing innovation. They present eight major technology trends including generative and agentic AI, edge computing with IoT, collaborative robots, medical impacts, data analytics, crypto, quantum computing, and energy solutions. The session introduces TechRecon, an open-source multi-agent AI system that automates technology landscape reconnaissance for CIOs. TechRecon generates emerging technology reports and position papers specific to each company's industry, calculating impact…
( 33
min )
Everything Wrong With How to Train Your Dragon In 22 Minutes Or Less is a CinemaSins video that gleefully rips into the film, pointing out every “sin” of this so-called classic knockoff in under 22 minutes. Expect snarky commentary, clever jabs at plot conveniences, and plenty of cinematic nitpicking.
They also plug all the usual CinemaSins hotspots—visit cinemasins.com, subscribe to TVSins, CommercialSins and their podcast network, join the Discord or Reddit community, fill out their poll, and consider supporting them on Patreon. Plus, get to know the writing team: Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel.
Watch on YouTube
( 6
min )
This is a submission for the AI Challenge for Cross-Platform Apps - WOW Factor
What I Built
Demo
Cross-Platform Magic
Interactive Features
The Wow Factor
( 6
min )
All vector DBs claim "long-term memory," but how long is long? Zep, Mem0, Supermemory... mostly hype. OpenMemory is the only open-source option: self-hosted, local-first.
github.com/CaviraOSS/OpenMemory #AIagents #OpenSource #AI
( 6
min )
AI's Pervasive Influence: Deep Dive into Health, Market Dynamics, and Platform Development
This post explores the multifaceted impact of Artificial Intelligence across various sectors, delving into significant recent developments:
Healthcare & Personalization: We examine the potential for AI to revolutionize personal health management, citing Google's exploration of Apple Health integration with ChatGPT. Furthermore, Philips' advancements in AI-powered medical imaging systems highlight the critical role of AI in diagnostics and patient care.
Semiconductor Market Turmoil: The escalating demand for AI infrastructure is creating unprecedented pressure on the memory chip market. This section analyzes the resulting supply constraints, price hike warnings, and their implications for the broa…
( 7
min )
How a 5-Day AI Agents Intensive Course Helped Me Build FoodMate, A Multi Agent Food Concierge
When I signed up for the Google × Kaggle 5-Day AI Agents Intensive, I didn't expect to finish a polished project in a single week. But the course structure, hands-on codelabs, and community support gave me the confidence to build something simple, useful, and real: FoodMate, a multi-agent food recommendation assistant.
The biggest idea that stuck with me was that agents are teams, not single models. Separating tasks into agents as preference, nutrition, verification, made the system easier to reason about, test, and extend. The course showed practical patterns:
Tool use & grounding (how to fetch external info safely)
Function calling and structured outputs (so downstream apps can use results) …
( 7
min )
GUIA PRACTICA DESDE 0 PARA PROYECTOS EN HIBERNATE USANDO JAVA
HibernateUtil.java
package org.example;
import org.hibernate.SessionFactory;
import org.hibernate.cfg.Configuration;
public class HibernateUtil {
private static final SessionFactory sessionFactory = buildSessionFactory();
private static SessionFactory buildSessionFactory() {
try {
return new Configuration().configure().buildSessionFactory();
} catch (Throwable ex) {
System.err.println("Error en la creacion de SessionFactory: " + ex);
throw new ExceptionInInitializerError(ex);
}
}
public static SessionFactory getSessionFactory() {
return sessionFactory;
}
public static void shutdown() {
getSessionFactory().close();
}
…
( 7
min )
According to Coinbase analysts’ State of Crypto Q2 2025 report, the share of small and medium-sized businesses (SMBs) using cryptocurrency has doubled in a year:
34% of companies now work with digital assets (up from 17% in 2024)
Stablecoin usage jumped from 8% → 18%
Businesses accepting or making crypto payments rose from 16% → 32%
In short: crypto adoption isn’t “coming someday.”
For a global SMB, stablecoins are basically wire transfers… minus the 3-day wait, minus the $40 fee, minus the headache.
Businesses learned this the hard way: when you send a stablecoin, it lands in seconds, not “between Monday and maybe Thursday.”
The real MVPs of crypto adoption are On/Off-Ramps - the tools that let businesses convert fiat → crypto → fiat without a PhD in DeFi.
Some of the most widely used…
( 7
min )
Before Submission articles plagarism check is mandatory it is the play critical role in the Publications......
Research
Progress
Techlonogy
Plagiarisms
( 5
min )
This article was originally written by Serena Sensini in Italian and published on theRedCode. It was translated and reposted with her permission.
In the world of software development, clear documentation and fast bug resolution through shared debugging are key factors for the success of any project, especially in teams working across multiple stacks with fast release cycles.
Imagine, for simplicity, that you’re building an app to search for emojis using their Italian names (e.g. 😘 EN = Kiss, IT = Bacio).
In other words, a system offering emoji filtering and suggestion features through APIs, paired with a dynamic interface and smooth user experience.
This scenario highlights the tension between an agile workflow and typical obstacles: when application glitches or integration issues arise, …
( 9
min )
We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen.
The latest news we'll cover:
Ethereum Raises Block Gas Limit to 60M Ahead of Fusaka Upgrade
Ethereum Foundation Unveils Full Vision and Mechanics Behind EIL
Arbitrum Publishes Unified Guidelines for ARBOS Upgrades on Orbit Chains
Soneium and Sony Launch IRC App for On-Chain Fan Identity
Please fasten your belts!
Ethereum’s block gas limit has been increased from 45 million to 60 million, marking the highest capacity seen in about four years, a significant milestone for Layer-1 scalability just days before the scheduled Fusaka upgrade.
The increase was triggered automatically …
( 10
min )
We previously published an article titled “Unlocking Seamless & Secure Access: Introducing Generalized OIDC Authentication in Apache DolphinScheduler”, which drew significant attention both within and beyond the community. The piece highlighted one of the standout achievements from Google Summer of Code 2025 — Aryan Kumar, a student from the Punjab Engineering College in India, implemented a brand-new universal OpenID Connect (OIDC) authentication mechanism for Apache DolphinScheduler.
This new capability not only streamlines the entire user access process for DolphinScheduler but also greatly enhances the system’s security posture, making DolphinScheduler better suited for diverse enterprise-level scenarios. Notably, Aryan’s implementation makes clever use of the Nimbus SDK and takes data…
( 14
min )
In real-time data platforms, real-time data warehouses, data lake ingestion, and distributed data replication, CDC (Change Data Capture) has become a standard capability in building modern data pipelines. Whether you are building a real-time warehouse on StarRocks, Doris, or ClickHouse, writing real-time change events into Iceberg, Paimon, or Hudi, or synchronizing data across databases, CDC is the core foundation.
There is one common CDC question that is often overlooked:
Why must a MySQL CDC UPDATE event output two records — one BEFORE and one AFTER?
Why can’t it output only the final new value?
If we only have AFTER, can’t the system still sync correctly?
At first glance, it seems possible. But once you dive into consistency, idempotency, replayability, primary key handling, data lake m…
( 10
min )
December 4th, 2025 — A day the frontend ecosystem won’t forget.
If Log4Shell was Java’s nightmare in 2021, then today’s disclosure of CVE‑2025‑55182 (Next.js counterpart CVE‑2025‑66478) marks the darkest hour of the modern React/Next.js full‑stack era.
A CVSS score of 10.0, unauthenticated RCE, and impact across React 19, Next.js 15/16, and any framework implementing React Server Components (RSC).
If you're reading this before coffee:
drop everything and check your versions.
React’s core team has officially confirmed a critical remote code execution vulnerability inside the implementation of React Server Components — and it’s as bad as it sounds.
To understand the issue, we need to understand how RSC moves data.
React Server Components rely on a streaming, JSON‑like protocol called Flight…
( 8
min )
Hey dev community! 👋
I'm excited to share fullcircle™ - a dating app I've been building for people who practice meditation, yoga, energy healing, and embrace mindful living. Think of it as the anti-swipe app for conscious souls seeking genuine connections.
Unlike mainstream dating apps that are just about matching, fullcircle combines dating with community and self-growth.
This is what sets it apart. The Sanctuary is a dedicated space for:
Spiritual Events: Meditation circles, sound baths, breathwork sessions
Community Gatherings: Yoga circles, healing workshops, conscious community meetups
Retreats: Weekend getaways and extended spiritual retreats
Growth Practices: Group meditation, energy healing sessions
It's not just about finding a partner - it's about connecting with a community t…
( 7
min )
Ketika G. H. Hardy (Godfrey Harold Hardy) dengan bangga menyatakan bahwa karyanya dalam matematika murni tidak akan pernah berguna dalam praktik, ia ternyata keliru besar.
Lebih dari 50 tahun setelah kematiannya, sistem yang mengamankan pesan WhatsApp Anda, melindungi transaksi perbankan online, dan menjaga komunikasi digital global semuanya bergantung pada ide-ide matematika yang pernah ia kembangkan.
Ironisnya, matematika yang dulu ia sebut sebagai “indah tapi tak berguna” justru menjadi tulang punggung kriptografi modern.
Artikel ini membahas jembatan tak terduga antara teori bilangan awal abad ke-20 karya Hardy dan skema enkripsi yang mengamankan dunia digital kita saat ini.
Hardy adalah penganut kuat matematika murni ilmu yang dikejar demi keindahannya, bukan aplikasinya.
Ia bekerja …
( 7
min )
Images account for 50-70% of a typical web page's total size. Serving optimized images based on device capabilities and screen density is crucial for performance, user experience, and SEO. In this comprehensive guide, we'll explore device pixel ratio (DPR) optimization and responsive image techniques using React and Next.js.
Device Pixel Ratio represents the relationship between physical pixels and CSS pixels. Modern devices have varying DPRs:
Standard displays: DPR 1 (1920x1080 monitors)
Retina/HD displays: DPR 2 (MacBook Pro, iPhone)
Ultra HD displays: DPR 3+ (iPhone 15 Pro, Samsung Galaxy)
Serving a 1x image to a 3x device results in blurry visuals, while serving a 3x image to a 1x device wastes bandwidth.
// Get current device pixel ratio
const dpr = window.devicePixelRatio || 1;
// L…
( 8
min )
Introduction
In the part 8 of this article series, we learned how to develop a pure Quarkus REST application and deploy it on AWS Lambda. We also measure the performance (cold and warm start time times) of Lambda function.
In this article series, we'll convert this sample application from part 8 into the GraalVM Native image and deploy it as AWS Lambda Custom Runtime and measure its performance.
In the part 5 of this article, series we've already described the steps to convert the Quarkus 3 application into GraalVM Native Image. We need to perform the similar steps to convert our Qurakus REST application on AWS Lambda into the GraalVM Native (25) Image and deploy it as AWS Lambda Custom Runtime and measure its performance.
The final application is published in the quarkus-3.26-as-graal…
( 10
min )
Developers and automation engineers know one constant truth:
Data Extraction Accuracy Improves from ~70% → 95%+
AI Validation Rules Catch Errors Earlier
Predictive Logic Reduces Decision Errors
Feedback Loops Improve Accuracy Continuously
Hybrid Automation = Maximum Reliability
( 6
min )
XXE Injection remains one of the most dangerous, yet misunderstood, flaws. If your application processes XML (including SVG or SOAP), it is likely vulnerable to catastrophic attacks.
I published a technical breakdown showing exactly how attackers:
Read arbitrary system files (e.g., /etc/passwd).
Execute Server-Side Request Forgery (SSRF) against internal networks, including cloud metadata services (169.254.169.254).
Perform Blind XXE via out-of-band data exfiltration.
The article includes code snippets for disabling external entity processing across Java, PHP, and .NET.
➡️ Read the full technical analysis here: https://revbrightintl.blogspot.com/2025/12/xml-external-entity-xxe-injection.html
( 6
min )
In the era of mobile applications, competition has shifted from feature wars to performance wars. Whether it's gaming apps, social applications, or financial tools, performance smoothness and resource consumption directly determine user retention. For iOS developers, finding a suitable performance monitoring tool often means debugging and optimization efficiency can be improved several times.
This article is based on the latest iOS 26 system and selects six widely used performance monitoring tools in the developer community for in-depth evaluation: Xcode Instruments, Firebase Performance, New Relic, KeyMob, TestFlight Metrics, PerfDog. Through comparisons in dimensions such as functionality, accuracy, ease of use, and platform support, it helps developers choose the performance monitoring …
( 9
min )
Device repair shouldn’t feel like a horror movie.
👻 Inspiration — When a Simple Idea Meets Real Need
🛠️ What FixIt AI Does
⚙️ How I Used Kiro to Build FixIt AI
🟣 1. Vibe Coding — My Main Workflow
🟣 2. Spec-Driven Development
🟣 3. Steering
🟣 4. Rapid Prototyping & Debugging
🟣 5. Creativity + User Experience
🚀 What I Learned
😅 Challenges I Faced
🎯 Final Thoughts
🔗 Try it here
https://fixit-ai-kiroween.netlify.app
https://fixit-backend-up86.onrender.com
https://github.com/legendstechgh/fixit-backend
🧡 If you enjoyed this or want to collaborate, connect with me:
https://www.linkedin.com/in/alvin-messiwotso-akaba-544565398/
👻 Powered by Kiro.
( 9
min )
This is a submission for the Google AI Agents Writing Challenge: Learning Reflections
( 6
min )
Hi everyone,
I've been hearing the term 'vibe coding' recently, and somehow I found myself riding that wave. After a few days of just tinkering with an AI, I managed to build and even publish two small apps to the Microsoft Store. It's been a truly amazing and surprising experience!
Riding that high, I got ambitious and started on a third program, but I've hit an unexpected wall and would love to get your advice.
My goal is to make the PC experience smarter using voice commands and AI.
OmniVoiceKey: A free voice recognition utility I built out of frustration with the native voice recognition in Windows 10. It lets you use a hotkey to recognize your voice and preview the text, and it works directly in the Windows environment without needing any special APIs.
QuickAskAI: A utility that lets …
( 8
min )
Kling AI is making waves in the generative AI space, pushing the boundaries of what's possible in video creation. Their latest innovation, VIDEO 2.6, is not just another iteration; it represents a significant leap forward, particularly with its groundbreaking feature: native audio. This release signals a pivotal moment for multimedia content generation, moving us closer to truly immersive and realistic AI-generated experiences.\n\nWhat exactly does \"native audio\" mean for VIDEO 2.6? Traditionally, AI video models often generate visuals, and audio is then a separate, often manual, post-production step or generated by a different model and then synched. This approach can lead to disjointed experiences, where audio and video don't feel organically connected. VIDEO 2.6 changes this by integr…
( 11
min )
BNY, Nasdaq, iCapital and S&P Global invested in Digital Assets, powering blockchain infrastructure for tokenized real-world assets.
( 31
min )
Deutsche Börse Group (DBG) and Kraken announced a strategic partnership signalling acceleration of crypto adoption across Europe and a clear intention to compete with Wall Street.
( 33
min )
Low-liquidity in December may cap bitcoin's recovery rally, but rangebound trading for the largest crypto could benefit smaller digital assets, Wincent's Paul Howard said.
( 32
min )
The bridge, secured by Chainlink's Cross-Chain Interoperability Protocol, allows users to trade and interact with Solana-based tokens on Base-based dapps.
( 32
min )
Historical patterns show that bitcoin often bottoms when its correlation with the Nasdaq 100 breaks down, a dynamic now appearing for the fourth time in five years.
( 34
min )
Christopher Harborne has invested in stablecoin issuer Tether and crypto exchange Bitfinex, according to reports.
( 31
min )
N3XT Bank, operating under a Wyoming charter, aims to provide programmable U.S. dollar payments around the clock without lending deposits.
( 32
min )
The CEO of the asset management giant, whose IBIT is the largest of the spot BTC ETFs, said the state actors were buying not for a trade, but to hold for years.
( 32
min )
The token is trading in a sideways range, holding above recent lows near $896, while a breakout above $920-$928 resistance could push BNB toward $1,000.
( 33
min )
Horizon Worlds and Quest are facing layoffs as Meta retreats further from its $70 billion bet on virtual reality, people familiar with the matter told Bloomberg.
( 33
min )
Recent outflows from U.S.-listed spot bitcoin ETFs were driven by specific arbitrage trade closures, not widespread institutional panic.
( 33
min )
The Solana meme token posted a modest gain while repeated resistance tests and shifting volume patterns kept price action confined to a tight band.
( 32
min )
Internet Computer edged higher as broader market consolidation kept price action pinned to key support and resistance levels.
( 32
min )
The experience, which is designed to feel like Venmo or Cash App, allows users to earn yield on bitcoin (BTC) and stablecoins and borrow against their holdings.
( 32
min )
Why systematic crypto yield is emerging as the path to cash-flow-based returns, making it the most durable bridge to mainstream portfolios.
( 37
min )
President Donald Trump's push toward friendly crypto policies produced a CFTC-led effort to encourage leveraged spot crypto trading, starting with Bitnomial.
( 34
min )
The deal aims to bring stablecoin settlements and programmable treasury tools to MoneyGram’s global network.
( 32
min )
Bitcoin Cash (BCH) was also an underperformer, down 3.2% from Wednesday.
( 29
min )
U.S. spot XRP ETFs recorded a net inflow of $50.27 million on December 3, pushing their cumulative total to $874.28 million.
( 31
min )
The combined company will fold RockawayX's infrastructure, liquidity, and asset management units into Solmate.
( 32
min )
Your day-ahead look for Dec. 4, 2025
( 37
min )
Authorities released a report revealing 14,000 illegal bitcoin miners siphoned electricity from the national grid worth $1.1 billion since 2020.
( 32
min )
With v3, the team says that about 85% of market orders will fill in under half a second, and liquidity will deepen enough to bring slippage on larger trades down to around 0.02%.
( 33
min )
Developed by Interop Labs, AgentFlux lets financial firms deploy “agentic” automation without sending sensitive information to external infrastructure.
( 32
min )
Bitcoin steadied near weekly highs as concerns ease, but most altcoins remain weak. Market shows early signs of recovery despite broader downtrends.
( 34
min )
The firm offers public equity exposure to bitcoin, focusing on "capital-efficient bitcoin accumulation" and Bitcoin ecosystem services.
( 31
min )
Plume is bringing real-world yield to Solana with the rollout of its Nest vaults, giving the network’s users direct access to on-chain credit, Treasuries and receivables.
( 32
min )
A Citadel Securities letter to the SEC argues that some DeFi systems resemble traditional exchanges and should face comparable oversight.
( 32
min )
"Treasuries love that 4% to 4.1% trading range. Temporary break below more likely. But break above has more legs," the Dutch bank said.
( 32
min )
Predict.fun aims to fix prediction markets’ biggest inefficiency, user funds sitting idle for weeks or months without earning yield, while tapping the large userbase of BNB Chain.
( 32
min )
Entrée Capital unveiled a $300M fund prioritizing AI agents, DePIN and regulated Web3 infrastructure.
( 31
min )
“The short-term setup has shifted into a choppy pullback, with markets watching whether BTC can stabilize within the $90,000–$91,000 support zone,” one trader said.
( 33
min )
Ripple CEO Brad Garlinghouse predicts bitcoin will reach $180,000 by the end of 2026.
( 30
min )
BTC's volatility meltdown offers bullish cues to the spot price.
( 33
min )
Retail investors drove the rally, while whale transactions fell to their lowest in two months.
( 35
min )
Maintaining support above $2.204 is crucial for continued upward movement, while a break above $2.22 could lead to further gains.
( 33
min )
CryptoQuant’s latest report shows the company preparing for weaker conditions with smaller buys and a growing USD buffer, yet traders continue to price in a playbook built on reflexive accumulation.
( 33
min )
Git is important for any developer. We just posted a course that will help you learn Git and GitHub from scratch with clear examples, real workflows, branching, merging, stashing, rebase, pull requests, and more. This course is great for beginners wh...
( 3
min )
In this guide, we’ll build a feature-rich admin dashboard using shadcn/ui for beautiful, reusable components and TanStack Start for a powerful, type-safe full-stack framework. By the end, you’ll have: A fully functional /dashboard layout A statisti...
( 20
min )
In 2024, a Democratic congressional candidate in Pennsylvania, Shamaine Daniels, used an AI chatbot named Ashley to call voters and carry on conversations with them. “Hello. My name is Ashley, and I’m an artificial intelligence volunteer for Shamaine Daniels’s run for Congress,” the calls began. Daniels didn’t ultimately win. But maybe those calls helped her…
( 23
min )
Sometimes geothermal hot spots are obvious, marked by geysers and hot springs on the planet’s surface. But in other places, they’re obscured thousands of feet underground. Now AI could help uncover these hidden pockets of potential power. A startup company called Zanskar announced today that it’s used AI and other advanced computational methods to uncover…
( 21
min )
As many of us are ramping up with shopping, baking, and planning for the holiday season, nuclear power plants are also getting ready for one of their busiest seasons of the year. Here in the US, nuclear reactors follow predictable seasonal trends. Summer and winter tend to see the highest electricity demand, so plant operators…
( 21
min )
Amazon Web Services on Wednesday introduced Kiro powers, a system that allows software developers to give their AI coding assistants instant, specialized expertise in specific tools and workflows — addressing what the company calls a fundamental bottleneck in how artificial intelligence agents operate today.
AWS made the announcement at its annual re:Invent conference in Las Vegas. The capability marks a departure from how most AI coding tools work today. Typically, these tools load every possible capability into memory upfront — a process that burns through computational resources and can overwhelm the AI with irrelevant information. Kiro powers takes the opposite approach, activating specialized knowledge only at the moment a developer actually needs it.
"Our goal is to give the agent sp…
For all their superhuman power, today’s AI models suffer from a surprisingly human flaw: They forget. Give an AI assistant a sprawling conversation, a multi-step reasoning task or a project spanning days, and it will eventually lose the thread. Engineers refer to this phenomenon as “context rot,” and it has quietly become one of the most significant obstacles to building AI agents that can function reliably in the real world.
A research team from China and Hong Kong believes it has created a solution to context rot. Their new paper introduces general agentic memory (GAM), a system built to preserve long-horizon information without overwhelming the model. The core premise is simple: Split memory into two specialized roles, one that captures everything, another that retrieves exactly the rig…
Model providers want to prove the security and robustness of their models, releasing system cards and conducting red-team exercises with each new release. But it can be difficult for enterprises to parse through the results, which vary widely and can be misleading.
Anthropic's 153-page system card for Claude Opus 4.5 versus OpenAI's 60-page GPT-5 system card reveals a fundamental split in how these labs approach security validation. Anthropic discloses in their system card how they rely on multi-attempt attack success rates from 200-attempt reinforcement learning (RL) campaigns. OpenAI also reports attempted jailbreak resistance. Both metrics are valid. Neither tells the whole story.
Security leaders deploying AI agents for browsing, code execution and autonomous action need to know what …
OpenAI researchers have introduced a novel method that acts as a "truth serum" for large language models (LLMs), compelling them to self-report their own misbehavior, hallucinations and policy violations. This technique, "confessions," addresses a growing concern in enterprise AI: Models can be dishonest, overstating their confidence or covering up the shortcuts they take to arrive at an answer.
For real-world applications, this technique evolves the creation of more transparent and steerable AI systems.
What are confessions?
Many forms of AI deception result from the complexities of the reinforcement learning (RL) phase of model training. In RL, models are given rewards for producing outputs that meet a mix of objectives, including correctness, style and safety. This can create a risk of…
The realme C85 5G, which launched in Vietnam last month, has officially arrived for the local market. However, it appears that the model is all by its lonesome in Malaysia, as its Snapdragon 685-equipped Pro sibling is absent from the announcement, at least for now. Realme also revealed that the phone is now available together […]
The post realme C85 5G Lands In Malaysia; Available Through Hotlink For Now appeared first on Lowyat.NET.
( 36
min )
Memory prices are going up, and to some degree there’s the AI boom to thank or blame for that. You’d think that companies that make memory modules would capitalise on these, and decide to make more industrial grade memory. South Korean tech giant Samsung is reportedly considering doing the opposite, allocating some of its HBM3 […]
The post Samsung Considers Shifting Some HBM3 Production To General-Purpose DRAM appeared first on Lowyat.NET.
( 37
min )
Imagine spending US$1,200 (~RM4,930) on a brand new ASUS TUF RTX 5080 from a “reputable” hardware retail chain, having the GPU shipped to your house, only to open it and find nothing but rocks inside the package. Sounds unbelievable, no? But that’s exactly what happened to an unfortunate BestBuy customer in the US. Redditor GnarDead […]
The post US Gamer Orders ASUS TUF RTX 5080 From BestBuy; Receives Rocks Instead appeared first on Lowyat.NET.
( 38
min )
As Australia’s social media ban for children under 16 approaches, Meta has begun removing accounts from its platforms, including Instagram, Facebook, and Threads. The law, which will take effect from 10 December 2025, requires social media providers to keep underage users off their platforms or face a fine of AUD49.5 million (~RM134 million). Like Meta, […]
The post Meta Removes Australian Children From Its Platforms Ahead Of Social Media Ban appeared first on Lowyat.NET.
( 36
min )
Back in May, e-hailing service provider Maxim Malaysiawas first ordered to cease operations by the Land Public Transport Agency (APAD). Then in July, the agency said that Maxim will be allowed to continue operations, while still being under scrutiny. Earlier today, the e-hailing service announced that it has obtained “a final approval letter” from APAD. […]
The post Maxim Malaysia Gets Final APAD Approval; Continues Legal Operation appeared first on Lowyat.NET.
( 36
min )
Just a day after our report on Valve’s alleged work on bringing Steam to Android and ARM-based devices, some internet sleuths have discovered its alleged efforts in the matter. It also has a name: Lepton. As reported by GamingOnLinux, Lepton is supposedly the name of the bridge, which sounds about right. Just like how Intel […]
The post Valve’s Android-Linux Bridge For Steam Is Reportedly Called Lepton appeared first on Lowyat.NET.
( 36
min )
Proton has had a packed year, rolling out three new models: the X50, eMAS 5, and, most recently, the Saga. Yet the momentum isn’t slowing as the national automaker is already gearing up for its next debut of the eMAS 7 plug-in hybrid (PHEV). This was confirmed when the automaker released a teaser on 2 […]
The post Proton Set To Expand Line-up With Upcoming eMAS 7 PHEV appeared first on Lowyat.NET.
( 36
min )
Many modern smartphones, particularly photography-focused models, feature multiple cameras. When zooming in, these phones will switch between lenses. This leads to jumps and hue shifts as the devices make the swap. To address this issue, Tecno has unveiled a camera system with seamless, lossless optical zoom capabilities. Announced at the company’s Future Lens 2025 event, […]
The post Tecno Unveils Telephoto Concept With Continuous 9x Optical Zoom appeared first on Lowyat.NET.
( 36
min )
Thanks to the boom of AI in the world of tech – or at least in its current popular form, LLMs – prices of memory modules have been creeping up, to put it mildly. And while this may affect the average tech enthusiast when it comes to their ability to pay for these rising prices, […]
The post Micron To Wind Down Consumer-Facing Crucial Brand To Focus On AI Market appeared first on Lowyat.NET.
( 35
min )
Raspberry Pi is increasing the prices for several of its single-board computers, a sign that even the tinkerer-friendly boardmaker is not safe from the ongoing AI craze. The price hikes range between US$5 (~RM20) and US$25 (~RM82), depending on the model and included amount of RAM. “Over the years we’ve worked hard to hold down […]
The post Raspberry Pi The Latest Victim Of AI Craze; Raises Prices On Products appeared first on Lowyat.NET.
( 35
min )
This year’s batch of Huawei smartwatches includes the Watch 5 and the Watch Ultimate 2, with both models featuring eSIM support. Now, the brand has announced that users can now get eSIMs for the watches via the Maxis eSIM Connect Plan. This plan lets users share their primary mobile number and existing data allocation across […]
The post Huawei Announces Maxis eSIM For Watch 5, Watch Ultimate 2 appeared first on Lowyat.NET.
( 35
min )
Mercedes-Benz Malaysia has unveiled the Mercedes-Maybach S 580 4MATIC Night Series to the local market. This model, which is based on the standard Mercedes-Maybach S-Class, comes with refined luxury and sportiness to the sedan. Design-wise, compared to the normal model, the Night Series looks more aggressive and sportier with added elements starting with rose-gold detailing […]
The post Mercedes-Maybach S 580 Night Series Arrives In Malaysia; Priced At RM2,404,888 appeared first on Lowyat.NET.
( 35
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Alibaba Cloud has partnered with AI-driven digital bank Ryt Bank and Proton New Energy Technology (PRO-NET) as part of its push to support Malaysia’s national digital transformation. The company, which serves as the digital and intelligence backbone of the Alibaba Group, announced the new collaborations yesterday during its Alibaba Cloud AI Day event in Kuala […]
The post Alibaba Cloud Signs Partnership With Ryt Bank And PRO-NET appeared first on Lowyat.NET.
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TL;DR: Se você está integrando IA (LLMs, etc.) no backend e fazendo várias chamadas externas de forma sequencial, está jogando tempo fora. Ao aplicar noções básicas de concorrência e paralelismo (Promise.all, limitação de concorrência, separação entre ingestão externa e leitura paginada), é perfeitamente plausível reduzir um endpoint de ~40s para ~8s sem trocar de stack — só usando fundamentos de computação.
Nos últimos anos, ficou relativamente fácil “plugar” IA generativa em qualquer backend: basta chamar uma API, mandar o texto e receber a resposta. O problema é que, em produção, esse “basta chamar” rapidamente vira 40 segundos de espera num endpoint que deveria responder em poucos segundos.
O que separa um endpoint lento e frágil de um endpoint robusto e rápido, especialmente quando en…
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This guide shows how to add two production-ready shortcodes to Eleventy (ESM): a responsive image helper using @11ty/eleventy-img and an inline SVG helper that lets you inject CSS classes.
Here’s the final output generated in the DOM (fully handled by the shortcode):
Follow these steps to get ready-to-use shortcodes in minutes:
Install dependency
npm i @11ty/eleventy-img
Create the shortcodes module at eleventy/shortcodes/media.js (see below)
Register it in eleventy.config.js and rebuild
Use {% image %} for responsive images and {% svg %} for i…
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This article was reviewed and approved by MongoDB and was originally published in foojay.io and Delbridge Solutions.
Imagine we are responsible for managing the MongoDB cluster that supports our country's national financial payment system, similar to Pix in Brazil. Our application was designed to be read-heavy, with one write operation for every 20 read operations.
With Black Friday approaching, a critical period for our national financial payment system, we have been entrusted with the crucial task of creating a scaling plan for our cluster to handle the increased demand during this shopping spree. Given that our system is read-heavy, we are exploring ways to enhance the read performance and capacity of our cluster.
We're in charge of the national financial payment system that powers a st…
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I Created S3 Buckets Using ArgoCD , ACK with EKS Capabilities—No Controllers Installed.
Jatin Mehrotra for AWS Community Builders ・ Dec 1
#aws
#kubernetes
#eks
#reinvent2025
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A post by SS
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Peace Thabiwa
SUMMARY
LAW-M is a multi-layered cognitive–mechanical theorem that defines how humans, machines, and environments exchange, predict, and synchronize time. It formalizes a truth modern engineering treats as an afterthought: every failure in high-speed systems is a failure of timing alignment, not a failure of components.
In LAW-M, timing is not just a number — it’s a vector.
H-Vector: Human biomechanics, cognitive delay, internalized time, sensorimotor loops
V-Vector: Vehicle mechanical latency, drive-train inertia, response curves
E-Vector: Environmental volatility, friction coefficients, atmospheric shifts
LAW-M explains how these three timing worlds interact, fuse, drift, and misalign — and how the MindEye cognitive engine can stabilize them through patterned training, simu…
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I grew up reading the gripping and petrifying narratives of R.L. Stine and spending way too much time playing story-driven video games. Now that I'm older, I've gotten into the TTRPG space because it hits a certain je ne sais quoi that tickles my lizard brain.
I've also found that I'm not as good at coming up with ideas for adventures as I used to be. For anyone who has ever sat behind you laptop screen and keyboard, staring into the blinking cursor, you know the struggle: you have a cool concept, like "a Cyberpunk heist in a floating city," but when you try to flesh it out, you hit a wall.
Naturally, we now can turn to AI for help. But here's the problem: standard LLMs are great at hallucinating generic tropes. You ask for a "scary forest," and you get the same old "twisted trees and whis…
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min )
Self-Hosting with Stormkit: User Management" - Stormkit
Learn how to manage user access to your self-hosted Stormkit instance. Configure sign-up modes, whitelist domains, and approve or reject user registrations.
stormkit.io
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AI + Small Teams = Unfair Advantage (Here’s the Playbook)
Jaideep Parashar ・ Dec 3
#ai
#design
#webdev
#discuss
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AI Takes the Helm: Autonomous Task Assignment Revolutionizes Construction
Imagine a construction site where deadlines consistently slip, costs balloon, and robotic teams struggle to coordinate, resulting in expensive downtime. Traditional optimization algorithms, while powerful, often buckle under the weight of real-world unpredictability and the dynamic nature of construction projects. What if you could replace rigid programming with an AI that dynamically adapts to changing conditions, optimizes resource allocation on the fly, and dramatically reduces project costs?
That's the promise of a new AI framework utilizing large language models (LLMs) for robotic task assignment. Instead of pre-programmed routes and task sequences, the system leverages natural language reasoning to understand…
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Olá,
1) South Summit Brazil 2026 (25 a 27 de março de 2026, Cais Mauá, Porto Alegre)
2) Web Summit Rio 2026 (8 a 11 de junho de 2026, Rio de Janeiro)
3) Gramado Summit 2026 (06 a 08 de maio, Gramado, RS)
Alguém de vocês participou desses ou de eventos similares no ano passado? Quais foram as impressões? Planejam participar de algum desses eventos neste ano?
Obrigada pela resposta antecipadamente!
Para mais informações e o calendário completo, veja:
Nuvemshop Blog — Eventos de Inovação
Nexuhub — Agenda Obrigatória das Startups em 2026
Sict RS — South Summit Brazil 2026
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When using Scrapy for large-scale, high-frequency data scraping, simple proxy settings are no longer sufficient. Random IP rotation and fixed delays can lead to inefficiency, IP waste, and even trigger more sophisticated anti-bot mechanisms. Deeply integrating residential proxies with Scrapy and performing performance tuning is an essential skill for building industrial-grade, robust, and efficient data pipelines.
This article goes beyond basic proxy middleware configuration, delving into how to implement intelligent IP management, dynamic performance optimization, and cost control within the Scrapy framework to unlock the full potential of residential proxies.
The traditional proxy integration method (setting a single proxy in settings.py) is fragile. We need a more robust architecture.
R…
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min )
Hello everyone,
I'm excited to share two Python libraries I've been working on recently: llmlog_engine and mini_faiss. Both tackle performance-critical problems in production AI systems with C++ implementations under the hood while providing clean, Pythonic APIs.
For context, I've been building LLM-powered applications in production, and two recurring bottlenecks kept appearing. First, analyzing application logs to understand model behavior, error rates, and latency patterns was painfully slow with pandas alone. Second, running similarity searches on embeddings for retrieval systems felt like overkill with full FAISS for smaller datasets, yet pure NumPy was too slow.
I explored existing solutions but found a gap: llmlog_engine addresses the need for a lightweight, embedded analytics engine…
( 10
min )
Localization in Flutter sounds simple on paper:
“Just use ARB files, run the generator, and you’re done.”
Right?
Right… until your app grows to hundreds of keys, multiple languages, different plural forms, nested folders, and a team of devs all touching the same translations.
I’ve been there.
Localization is one of the most annoying parts of Flutter development.
Even with tools like easy_localization helping us generate code and structure files, there are still several pain points that never went away for me.
So I built a tool to fix them — but let me start with the problems first.
JSON files are fine when you have:
title: “Hello”
button_ok: “OK”
button_cancel: “Cancel”
But with real apps, things turn into this:
settings.notifications.push_title
settings.notifications.push_body
profile.fo…
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GlassiFy: a JavaScript library that creates liquid glass effects using dynamic SVG displacement.
Key features:
• Dual rendering modes – static frosted glass or animated turbulent surfaces
Works natively with React, Vue, Angular, or vanilla JavaScript.
The library applies sophisticated glass morphism without WebGL or heavy animation frameworks.
👉 Blog Post
👉 GitHub Repo
👉 Live Demo
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A post by Lerwee
( 6
min )
Introduction
When installing Tailwind CSS v4 in a React + Vite environment,
Cannot find module 'function qt(e={}){...}'
Require stack:
- postcss.config.js
This article summarizes how to fix this error.
The Tailwind v3 configuration is being used for Tailwind v4.
Doesn't work with Tailwind v4.
export default {
plugins: {
tailwindcss: {},
autoprefixer: {},
},
};
Create (or modify) src/index.css.
@tailwind base;
@tailwind components;
@tailwind utilities;
Change postcss.config.js to the v4-specific syntax:
import tailwindcss from "@tailwindcss/postcss";
export default {
plugins: [
tailwindcss(),
],
};
Tailwind styles are back, and the layout is back to normal.
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Table of Contents
1.Introduction
If you’re just getting into fishing, one of the first things you’ll face is choosing the right type of reel. It might sound simple, but ask any angler, and you’ll get a dozen different opinions! The biggest debate? Whether beginners should start with a bait casting reel or stick with a spinning reel combo.
This guide breaks down both options in plain, easy-to-follow language so you can decide which reel fits your fishing journey best. By the end, you’ll know which one helps you learn faster, cast smoother, and hook more fish with confidence.
A bait casting reel is all about control and precision. It sits on top of the rod, with the spool spinning as you cast. That design lets you drop your lure exactly where you want it, which is a huge deal if you’re ch…
( 8
min )
Most “free” marketing resources come with invisible strings.
UpMails started in 2024 as an internal wiki for our micro-agency VectorForge. Every time we cracked a campaign, we documented the exact steps, screenshots, and KPI deltas. One afternoon a junior strategist asked, “If this works so well, why keep it client-only?” We couldn’t think of a good answer, so we stripped the branding, exported the Notion, and shipped everything to a $5 VPS. Traffic doubled overnight—turns out marketers love assets that don’t ask for anything back.
https://upmails.eu
No signup. No paywall. No guilt.
Go make something bigger—we’ll keep adding fuel to the fire.
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The feed never ends.
LinkCircle is a small, editorial platform where real website owners publish original, helpful articles—no ghost-written fluff, no SEO Mad Libs, no “we inserted the keyword 47 times so you don’t have to.” Every piece is reviewed by a human editor (hi, that’s me) before it goes live, and every author has to prove they actually own the site they’re talking about. The result is a living library of insights you can trust, written by people who’ve skin in the game.
https://linkcircle.eu
No algorithms. No growth hacks. Just people sharing what they learned the hard way.
( 7
min )
Introduction
The Model Context Protocol (MCP) is transforming how AI applications interact with data sources. While weather servers and basic examples are great starting points, most real-world applications need database access. In this guide, we'll build a production-ready MCP Server for PostgreSQL that allows Claude, VSCode, and any MCP client to query your database safely and efficiently.
By the end, you'll have:
A fully functional PostgreSQL MCP Server
Examples for SELECT queries, aggregations, and data retrieval
A public repository you can deploy to production
Integration with Claude Desktop and other MCP clients
Imagine asking Claude:
"What are our top 10 customers by revenue this quarter?"
Or:
"Show me all incidents from the past 7 days with critical severity."
With a PostgreSQL M…
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Introduction: Ethereum’s Most Ambitious Step Since the Merge
Today marks one of the most significant milestones in Ethereum’s technical history the Fusaka upgrade is now live on mainnet.
Activated on December 3, 2025, Fusaka fuses together the Osaka execution layer update and the Fulu consensus layer update, forming what the community collectively calls “Fusaka.”
This isn’t just another hard fork — Fusaka represents a full-stack architectural evolution. It redefines Ethereum’s data availability layer, economic structure, and execution performance, laying the foundation for rollup scalability without compromising decentralization.
At the heart of this upgrade lies PeerDAS (Peer-to-Peer Data Availability Sampling) — a system that allows nodes to verify data without downloading it all.
Alon…
( 9
min )
Hey devs and hardware hackers! In the wild world of embedded systems, where processing power meets programmable flexibility, few chips pack the punch of Intel's Arria 10 series. Today, we're cracking open the 10AS016E4F27E3SG—a beast of an SoC FPGA that's redefining what's possible in edge computing, real-time control, and AI-accelerated prototypes.
Whether you're building industrial robots, 5G gateways, or custom video pipelines, this little (well, not-so-little) guy is your ticket to high-performance without the bloat.
Core Processor: Dual ARM Cortex-A9 MPCore with CoreSight debug—up to 1.5 GHz. Run embedded Linux (hello, Yocto builds!) or bare-metal RTOS for deterministic control.
Compared to older Xilinx rivals or even Intel's own Cyclone line, the 10AS016 shines in transceiver densi…
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min )
Modern machine learning workflows rely heavily on pretrained models—downloaded from GitHub, HuggingFace, and countless other model hubs. This convenience comes with a growing risk: model tampering, data poisoning, and hidden backdoors embedded in .pth checkpoints.
To address this problem, we built Mithridatium, a lightweight open-source framework designed to verify the integrity of pretrained neural networks before they enter production or research pipelines.
Why Mithridatium?
Today’s ML ecosystem assumes that pretrained models are safe. In reality, the model file itself can be a silent attack vector:
Mithridatium provides a command-line workflow to evaluate these risks through model-centric defenses, inspired by academic research, but simplified for real-world use.
Offline Usage
Once inst…
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min )
Check out this Pen I made!
( 6
min )
Unlocking Time's Secrets: Temporal Pattern Recognition for System Anomaly Detection
Imagine your servers are chirping like crickets, each chirp a system event. How do you tell a normal chorus from a sign of impending doom buried within a symphony of events happening at different times and durations? Standard time-series analysis often overlooks the critical when and how long of state changes. The key is understanding the interplay between event sequence and the time spent in each state.
We've been exploring a novel approach we call Selective Temporal Difference (STD). It's designed to pinpoint similarities between sequences of events, not just by the order in which they occur, but also by how long the system resides in each state. STD cleverly sidesteps the pitfall of forced time alignme…
( 7
min )
Many low-code platforms are fundamentally built around a CRUD model, typically offering a certain level of customization through built-in extension points (such as before-insert, after-insert, etc.). In the Nop platform, the CRUD model is not special; the built-in CrudBizModel is merely a regular BizModel, and the core of the Nop platform does not apply any special treatment to CRUD extension points. In this article, I will use CrudBizModel as an example to explain common extension approaches for implementing backend services in the Nop platform.
Most service functions in CrudBizModel adopt two layers of abstraction. The upper-layer function calls the lower-layer implementation and uses parameters and callback functions to achieve customization.
public PageBean findPage(@Optional @N…
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Just a few short weeks ago, Google debuted its Gemini 3 model, claiming it scored a leadership position in multiple AI benchmarks. But the challenge with vendor-provided benchmarks is that they are just that — vendor-provided.
A new vendor-neutral evaluation from Prolific, however, puts Gemini 3 at the top of the leaderboard. This isn't on a set of academic benchmarks; rather, it's on a set of real-world attributes that actual users and organizations care about.
Prolific was founded by researchers at the University of Oxford. The company delivers high-quality, reliable human data to power rigorous research and ethical AI development. The company's “HUMAINE benchmark” applies this approach by using representative human sampling and blind testing to rigorously compare AI models across a va…
Chatbots are widely adopted among software companies, especially those that interact heavily with customers. It is typically used for tasks such as customer support, answering questions, and providing information on websites, apps, and messaging plat...
( 10
min )
If you’re working on complex Machine Learning projects, you’ll need a good Graphics Processing Unit (or GPU) to power everything. And Nvidia is a popular option these days, as it has great compatibility and widespread support. If you’re new to Machin...
( 15
min )
Every time you check your smartwatch for heart rate, read the battery level of wireless earbuds, unlock a Bluetooth smart lock, or watch sensor data stream into an app, you are experiencing the result of GATT working quietly in the background. GATT i...
( 31
min )
Model Context Protocol, or MCP, is changing how large language models connect with data and tools. Instead of treating an AI model as a black box, MCP gives it structured access to information and actions. It is like the USB-C port for AI, creating...
( 8
min )
The state issued cease-and-desist orders to the firms to stop conducting "unlicensed online gambling" via their sports events contracts.
( 32
min )
At the center of the upgrade is PeerDAS, a system that lets validators check small slices of data rather than entire “blobs,” reducing both costs and computational load for validators and layer-2 networks.
( 35
min )
Sport clothing and collectibles giant Fanatics has launched Fanatics Markets, letting users trade outcomes of sports, politics and more — with crypto and IPO bets coming by 2026.
( 32
min )
The oracle token outperformed most major cryptocurrencies as U.S. investors gained ETF access to LINK for the first time.
( 32
min )
Difficulty and network valuation models point to BTC hovering around fair value near $90,000.
( 32
min )
In a wide-ranging interview, Huang claims AI growth is gradual, powerful and already changing global power dynamics.
( 32
min )
Distribution is designed to go to the ecosystem, With 30% to airdrops, 25% to growth initiatives, and 10% for liquidity and launch support.
( 32
min )
CEO Brian Armstrong said top banks are "leaning into this as an opportunity," signaling Wall Street’s quiet embrace of crypto infrastructure.
( 32
min )
Armed with CFTC approval, Polymarket has launched its mobile platform for sports and proposition markets under federal oversight.
( 32
min )
The token tracked broader crypto sentiment on below-average volume, establishing an ascending trend.
( 31
min )
The upgrade will boost throughput, keep validators efficient and, most importantly, strengthen Ethereum's value capture by putting a floor under blob fees.
( 32
min )
Also: Anthropic On DeFi AI Agents, ETH Devs Push ZK Protocol, and Bitnomial
( 39
min )
The Senate's process is inching forward on a mass-confirmation that would include two nominations with major crypto implications.
( 33
min )
So-called "backwardation" — a futures price curve moving lower in value as time gets further out — can be read as a measure of stress in the market.
( 32
min )
The new protocol, developed by Sentora and Flare Network, aims to combine XRP yield opportunity with offering protection against DeFi hacks.
( 33
min )
The companies plan to tokenize auto loans, with the first portfolios expected to be available by early 2026.
( 31
min )
Trading activity jumps 37% above weekly average despite modest price gains.
( 32
min )
Built on Arbitrum, the perpetuals protocol has processed $25 billion in trading volume by offering self-custodial bets on gold, FX and other real-world markets.
( 32
min )
Hedera gains on elevated volume while establishing support above $0.1427 during measured advance that coincides with significant institutional developments.
( 33
min )
The world’s largest asset manager released its AI report with a bearish outlook on U.S. bonds and the country’s economy, and presented a bullish projection for crypto adoption.
( 33
min )
In this week’s Crypto Long & Short Newsletter, Martin Bruncko writes that the next big step for stablecoins will be a credible, scalable euro-denominated stablecoin issued by the private sector, not another USD token. Then, we dive into the sharp post-holiday crypto selloff, the upcoming Fusaka upgrade, and why ETH’s role is crucial in leading any broader market recovery — with Andy Baehr’s “Vibe Check.
( 41
min )
The company lifted STRC’s payout after the preferred stock again slipped below its $100 par value.
( 31
min )
A recent $1 billion funding round led by Paradigm puts Kalshi co-founders Luana Lopes Lara and Tarek Mansour on the billionaire list.
( 32
min )
STON.fi, TON's largest DeFi protocol, launched a fully onchain DAO, enabling users to vote on governance decisions and receive tokens representing voting power.
( 32
min )
The rating agency's Tether downgrade flags redemption risk, potentially nudging institutions to higher-rated stablecoins and tokenized deposits.
( 33
min )
Funds will be allocated to developing stablecoins, credible oracle feeds, cross-chain bridges, custody integrations, and analytics tooling, among other enhancements.
( 32
min )
The bitcoin miner turned AI compute provider tumbled on Tuesday and is now down nearly 50% over the past month.
( 33
min )
The Startale USD token, developed with M0, aims to power payments and rewards across the electronics giant Sony's Web3 ecosystem.
( 32
min )
Employees of the tech giant told The Information that some divisions failed to deliver on their targets in 2025, leading to lower expectations for the year ahead.
( 32
min )
Sui (SUI) was also a top performer, rising 6.5% from Tuesday.
( 28
min )
Stable and Theo committed over $100 million to ULTRA, a tokenized U.S. Treasury fund managed by FundBridge Capital and Wellington Management.
( 33
min )
Antithesis said its Series A will scale deterministic simulation testing, replaying complex failures exactly for crypto and other always-on systems.
( 32
min )
DOT outperformed the broader crypto market as a 60% volume surge validated the breakout above a critical technical threshold.
( 31
min )
The Blockchain Association's COO, Allie Page, is leaving to be the inaugural director of AIP, which is focused on educational events for decision makers.
( 32
min )
The deal would rename Sinsiway as Parataxis ETH, Inc. and make it South Korea's first ether-focused treasury platform backed by U.S. institutional capital.
( 32
min )
The sustained accumulation of capital by spot XRP ETFs is establishing XRP as the fastest-growing major crypto-asset vehicle.
( 32
min )
Your day-ahead look for Dec. 3, 2025
( 37
min )
A broad rally lifted major tokens on Wednesday, with bitcoin and ether bouncing and the majority of altcoins surging, even as ZEC extended a weekly slide.
( 34
min )
The Property (Digital Assets etc) Act received Royal Assent on Tuesday, the final step of an act becoming law after being passed by the U.K. Parliament.
( 31
min )
A removal could lead to outflows of up to $8.8 billion if other index providers follow suit because the stock is part of many passive investment products.
( 32
min )
Babylon is also planning to introduce Bitcoin-backed DeFi insurance, letting BTC holders earn yield while underwriting risk against hacks and exploits.
( 32
min )
Regulators have not decided whether the token will be tied to the Taiwan dollar or the U.S. dollar, a choice that will determine how deeply it tests the island’s currency controls.
( 32
min )
IBIT options are the ninth largest in the U.S.
( 33
min )
The new leadership role was announced by the current Binance CEO Richard Teng at Binance Blockchain Week in Dubai.
( 32
min )
Glassnode and Fasanara’s year-end report shows record inflows, rising realized cap, and falling volatility, suggesting the latest pullback is a mid-cycle reset rather than the start of a long downturn.
Present market dynamics point to a mid-cycle pullback rather than a full-blown crypto winter, Glassnode and Fasanara argued.
( 33
min )
Key resistance levels were tested, with momentum indicators supporting continued bullish movement.
( 33
min )
The $6,500 call option on Deribit is the most popular, with a notional open interest of over $380 million.
( 31
min )
The recovery followed a washout in derivatives markets, where roughly $457 million in short positions were liquidated in the past 24 hours.
( 33
min )
XRP Ledger network activity surged to multi-year highs, with 40,000 account set operations
( 32
min )
Ether looks north after a confirmed bear trap.
( 32
min )
The deal brings market-implied probabilities into CNN’s newsroom and introduces a Kalshi-powered ticker for segments that rely on event contracts.
( 31
min )
OpenAI is testing another new way to expose the complicated processes at work inside large language models. Researchers at the company can make an LLM produce what they call a confession, in which the model explains how it carried out a task and (most of the time) owns up to any bad behavior. Figuring out…
( 24
min )
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Everything you need to know about AI and coding AI has already transformed how code is written, but a new wave of autonomous systems promise to make the process even smoother and less…
( 20
min )
In 1913, Henry Ford cut the time it took to build a Model T from 12 hours to just over 90 minutes. He accomplished this feat through a revolutionary breakthrough in process design: Instead of skilled craftsmen building a car from scratch by hand, Ford created an assembly line where standardized tasks happened in sequence,…
( 17
min )
The holiday season is almost upon us, which means it’s time to pull out your flashiest outfits and put your best foot forward. And if you’re not quite sure how to do that, the Galaxy A17 has you covered! Not only is it a handy device for everyday use, but it also becomes a handy […]
The post This Galaxy A17 Feature Might Just Make You The Best-Posing One This Festive Season appeared first on Lowyat.NET.
( 38
min )
The Malaysian Communications and Multimedia Commission (MCMC) says child protection remains central to its mandate after identifying 957 cases involving child-related harmful content between 1 January 2024 and 30 November this year. According to the commission, platforms removed 899 of these cases (a 94% compliance rate) with social media platforms including Tumblr, TikTok and Facebook […]
The post MCMC: 957 Cases Of Harmful Child-Related Content On Social Media Flagged This Year appeared first on Lowyat.NET.
( 35
min )
Malaysia is expected to receive the first shipment of trains for the East Coast Rail Link (ECRL) project by the end of December this year. The trains will comprise two Electric Multiple Units (EMU) for passengers, along with two electric locomotives (E-loco) for freights, and are expected to arrive at Kuantan Port. “The first set […]
The post Malaysia To Take Delivery Of First ECRL Trains By End Of December appeared first on Lowyat.NET.
( 34
min )
In addition to the Nubia Fold, the brand also launched the third generation clamshell foldable, the Flip3. It should come as no surprise that the cover screen here this time around is a lot larger. Large enough to cover the whole top half of the phone, in fact. Specifically, the Nubia Flip3 now features a […]
The post Nubia Flip3 Launches In Japan; Features 4-Inch Cover Screen appeared first on Lowyat.NET.
( 34
min )
Nubia has had multiple clamshell-type foldables now in its Flip series of phones. But it has only recently released its first book-style foldable, dubbed simply the Fold. GSMArena found the phone on a listing by Japanese telco Y!mobile, complete with its spec sheet and price for said market. The Nubia Fold features an 8-inch 2,480 […]
The post Nubia Fold Goes Official In Japan Following A Few Flip Entries appeared first on Lowyat.NET.
( 34
min )
When Valve revealed the Steam Machine and Steam Frame last month, it willingly opened itself up to a slew of questions, with one standing out above the tide: Steam emulation on ARM-based devices, as was quietly demonstrated with the Frame. In an interview with The Verge, Pierre-Loup Griffais, one of the architects behind SteamOS and […]
The post Valve’s Next Step: Steam On Mobile, Other ARM Devices appeared first on Lowyat.NET.
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At this point, much has already been said about the upcoming DJI Osmo Pocket 4. The rumour mill has been churning out detail after detail on the yet-to-be-released vlogging camera, from a dual-sensor setup to the supposed presence of a second screen. Now, a new leak claims that some of the previously revealed information may […]
The post No Second Screen For DJI Osmo Pocket 4, Says Leakster appeared first on Lowyat.NET.
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Perodua launched its first EV, the peculiarly named QV-E, with an equally odd battery leasing plan. With the launch, the national carmaker has released a product disclosure sheet for said car and its accompanying battery leasing plan. And from it, we now know more about what it entails. If you need a refresher, the leasing […]
The post Missed Lease Payments Can Lead To Perodua QV-E Being Unable To Start appeared first on Lowyat.NET.
( 35
min )
Sony has officially introduced the Alpha 7 V, the fifth-generation model in its popular full-frame mirrorless lineup. The new camera is promised to deliver improvements across autofocus, colour accuracy, still image performance, and video capture. The Alpha 7 V features a partially stacked 33MP Exmor RS CMOS sensor and the updated BIONZ XR2 image processor, […]
The post Newly Unveiled Sony Alpha 7 V Arriving In Malaysia By Mid-December 2025 appeared first on Lowyat.NET.
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JBL is officially bringing its BandBox Solo and Trio speakers to Malaysia. The AI-powered speakers are designed specifically for musicians and their instruments. “JBL BandBox Solo is engineered for individual players who want to both simplify and level-up their practice setup without sacrificing sound quality or creative control. Despite its compact size, Solo is a […]
The post JBL BandBox Solo And Trio Arriving This Month; Starts From RM1,499 appeared first on Lowyat.NET.
( 35
min )
On top of spreading democracy across the galaxy, Helldivers 2 players on PC may also soon liberate a hefty amount of storage space. The game’s latest technical public beta on Steam includes a major optimisation update that drastically reduces its installation size, shrinking its installation by a significant 85%! In a post on the game’s […]
The post Helldivers 2 Beta Liberates PC Installation Size By 85% appeared first on Lowyat.NET.
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The last decade has pushed e-commerce, retail, and manufacturing industries into an era of rapid transformation. Customer expectations have shifted dramatically, global supply chains have become more fragile, and the pressure for speed and accuracy has never been higher. As competition intensifies and operational costs rise, businesses are realizing that traditional fulfillment methods can no longer support the pace of modern demand.
This is where the idea of a future-ready fulfillment system emerges — not just as a technical upgrade, but as a new operational philosophy. Being “future-ready” no longer means simply shipping orders faster. It means building a fulfillment structure that can absorb disruptions, scale instantly, operate with data-driven clarity, and remain stable in unpredictab…
( 8
min )
TL;DR: I built a serverless AutoML platform that trains ML models for ~$10-25/month. Upload CSV, select target column, get a trained model. No ML expertise required.
To deploy this project yourself, you'll need:
AWS Account with admin access
AWS CLI v2 configured (aws configure)
Terraform >= 1.5
Docker installed and running
Node.js 18+ and pnpm (for frontend)
Python 3.11+ (for local development)
⏱️ Deployment time: ~15 minutes from clone to working platform
AWS SageMaker Autopilot is powerful but expensive for prototyping. While training has a free tier (50 hours/month for 2 months), the real cost comes from real-time inference endpoints: a single ml.c5.xlarge endpoint costs ~$150/month running 24/7. I needed something simpler and cheaper for side projects.
Goals:
Upload CSV → Get trained …
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min )
I spent 12 hours fighting a local AI model to generate valid SQL queries. My success rate went from 40% to 100%, not by prompt engineering, but by teaching the model to learn from its own mistakes.
TL;DR:
• Self-correction loops beat perfect-first-time approaches for local AI
Building a Retail Analytics Copilot that runs entirely on a laptop (using a quantized 24B model) sounds great for privacy, but it's a nightmare for reliability. Unlike GPTs, which follows instructions like a senior engineer, local models are like enthusiastic interns: they try hard, but they hallucinate syntax, forget schema details, and love to chat when they should be coding.
My initial baseline was dismal: only 40% of generated SQL queries actually executed. The rest were plagued by syntax errors, hallucinated co…
( 9
min )
O mercado de TI passou por transformações profundas nos últimos anos. Uma das mais evidentes é a dificuldade crescente que profissionais em início de carreira têm enfrentado para conseguir sua primeira oportunidade. Isso não acontece de forma isolada; existe um conjunto de fatores que explica por que as empresas estão mais resistentes em contratar e desenvolver novos talentos.
A permanência nas empresas mudou
Durante muito tempo era comum que pessoas construíssem grande parte da sua trajetória profissional em um único lugar. Hoje, essa realidade mudou completamente. Profissionais permanecem cada vez menos tempo em uma empresa; existe uma tendência dos profissionais buscarem uma nova oportunidade em até três anos; entre os mais jovens esse período costuma não chegar a um ano.
Para as empr…
( 9
min )
Unlocking Easter Creativity with xTool: Projects, FAQs, and Weekly Insights for Digital Marketers
As the vibrant hues of spring emerge, so too does the spirit of Easter, inspiring countless creative projects. For enthusiasts and entrepreneurs alike, xTool devices have become indispensable tools, transforming intricate ideas into tangible masterpieces. This article delves into the exciting world of Easter crafting with xTool, provides crucial answers to common user questions and technical challenges, and keeps you informed about the essential weekly updates that keep the xTool ecosystem thriving. Whether you're a seasoned crafter aiming for intricate designs or a small business owner looking to expand your product line, leveraging tools like xTool can significantly enhance your creative out…
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min )
When Anthropic announced its acquisition of Bun, it wasn’t just a corporate move — it was a clear message:
AI-native software engineering is no longer an experiment. It’s the new standard.
Claude Code, Anthropic’s agentic coding system, hit $1B run-rate revenue in only six months. That type of growth has never happened in the developer tools space before. And behind that meteoric acceleration? A surprising catalyst: Bun, the JavaScript runtime created by Jarred Sumner.
Today’s acquisition formalizes a relationship that has quietly shaped the fastest-growing AI coding product in history.
Why Bun Matters So Much in the AI Era
Bun has always been outrageous. Outrageously fast, outrageously integrated, outrageously ambitious.
7M+ monthly downloads
82k+ GitHub stars
Adopted by Midjourney, Lov…
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min )
TL;DR
CinemaSins just dropped a new “Everything Wrong With Superman (2025) In 17 Minutes Or Less” video, where they hilariously roast the latest Man of Steel flick by pointing out every nitpick, plot hole and overused trope in true CinemaSins fashion.
For more sinful takes and bonus content, hit up cinemasins.com or their Linktree for all the YouTube channels (TVSins, CommercialSins, CinemaSins Podcast Network), join the Discord/Reddit communities, fill out their poll, or support the team on Patreon. Big ups to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel!
Watch on YouTube
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A post by Elvin Seyidov
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min )
Medium vs DEV vs Hashnode vs Hackernoon vs CoderLegion — Where Should You Publish & Launch? 🚀
#webdev #opensource #productivity #techwriting #discuss
In the past few months, I’ve spoken with many developers, indie founders, and open-source maintainers. Almost everyone eventually asks the same question:
“Which platform is the best for posting my articles?”
It’s a reasonable question — but it’s not the most important question.
The question we should be asking is:
Where should I launch my content?
Posting and launching are not the same:
Posting = publishing content for long-term visibility and SEO
Launching = pushing something new with traffic and momentum
Start From Your Own Blog 🏠
If you’re building a product, writing regularly, or growing an audience, the most important foundation is you…
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min )
Developers are now using AI to read smart contracts, predict markets, and secure wallets.
while AI companies turn to blockchain for data integrity and transparency.
The result?
Smarter, more trustworthy systems.
It’s not hype. It’s happening.
Right now, in the code.
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min )
Candy puzzle games—often referred to as “candy craze games”—look colorful and playful on the surface, but their underlying mechanics rely heavily on math, probability weighting, grid logic, and pacing algorithms that control difficulty, randomness, and player satisfaction.
In this article, we’ll explore the mathematical and algorithmic foundations behind a candy craze game:
How grids are generated
How randomness is controlled (not actually random!)
How cascades are determined
How difficulty ramps up
And how to design a fair but exciting experience
Whether you're building your own HTML5 puzzle game or analyzing browser games for UI/logic inspiration, understanding these principles is crucial.
A candy craze game appears simple:
match 3 candies
clear them
trigger cascades
refill the board
Bu…
( 11
min )
The “crazy pizza game” genre is a perfect case study for modern HTML5 game development.
This article walks through the engineering patterns behind building a responsive, high-performance crazy pizza game on the web. Instead of focusing only on gameplay, we will explore the deeper architectural decisions that make the experience fluid and addictive.
From an engineering perspective, pizza-assembly games include:
rapid, state-driven UI changes
high sprite density
timers and dynamic difficulty
touch-first interactions
immediate player feedback loops
frequent collision / hitbox checks
continuous animation sequences
This makes them excellent for demonstrating:
rendering strategies
input management
memory optimization
update loops
performance constraints on real mobile devices
It’s not just a “s…
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min )
By Clara Morales, Senior Data Analyst at Lomixone
Trading platforms generate one of the richest, noisiest, fastest data environments in tech. Every second contains hundreds of micro-events: price ticks, order placements, cancellations, liquidity shifts, volatility spikes, latency anomalies, user signals, macro news triggers — and all of that must be captured, cleaned, structured, and delivered into analytics pipelines without losing accuracy or speed.
As a Senior Data Analyst, my job sits somewhere between:
data engineering
quantitative analysis
real-time observability
product insight generation
This article walks through how this role actually operates inside a trading environment, ending with a reproducible code example that demonstrates how we solve a real problem: detecting abnormal ma…
( 9
min )
Hey dev fam 👋
Today I’m dropping something wild — a project built straight from real-world needs, tested in the field, and wrapped in clean Node.js engineering.
Introducing ProblemPad: a community-powered problem-solving platform designed for neighborhoods, societies, and professional workers.
Think of it like a digital notice board + service marketplace + community hub… all merged into one clean experience.
And yes — it’s built with zero bloat, no GridFS, and an audio system running on pure MongoDB binary power. ⚡
GitHub Repo 👉 https://github.com/DeveloperPuneet/ProblemPad
Let’s be honest — everyone has daily issues:
Electrical faults ⚡
Plumbing breakdowns 💧
Device malfunctions 🔌
Community chaos 🏘️
But the real chaos?
No unified place to report these issues and get them so…
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min )
A post by Mehfila A Parkkulthil
( 6
min )
The Misunderstanding That Reveals the Future
“They told us: ‘The EU AI Act is coming — better prepare.’
But what if some of us didn’t need to prepare?
What if we built for that world before the ink dried on the legislation?”
Some see the upcoming regulation as another compliance burden.
We built TAUGuard — not as a response, but as the foundation.
The advent of regulation such as the EU AI Act, alongside standards like ISO 42001 and frameworks such as NIST RMF, signals a tectonic shift:
From retrospective compliance (reports, audits) → to real-time assurance.
From static documentation → to dynamic, executable compliance.
From paper‑trail governance → to code-anchored governance — fresh, live, unforgeable.
In other words: laws and standards no longer ask whether you did it — the…
( 7
min )
Unleash Dynamic Content: Mastering the Elementor Flip Box Widget for Engaging WordPress Sites
In today's competitive digital landscape, capturing and retaining user attention is paramount for any website owner. Merely presenting static information often falls short of creating a memorable user experience. This is where dynamic, interactive elements come into play, transforming passive browsing into an engaging journey. For WordPress users leveraging the power of Elementor, a popular page builder, there's a straightforward yet incredibly effective tool to achieve this: the Flip Box widget. Designed to add a layer of interactivity and visual flair, the Elementor Flip Box allows you to display information in a novel way that encourages exploration and makes your content truly pop.
What is the…
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min )
Okay, that headline sounds pretty cocky, I know. But as far as I've been able to Google — this really is the first attempt at something like this. If I'm wrong — drop a comment, I'd love to check out alternatives. Meanwhile, let me tell you what this beast is and why it even exists.
It all started with microfrontends. You know, when you have one project, but inside it lives Vue, React, and maybe some legacy jQuery that nobody wants to touch because "it works, don't touch it."
So you're sitting there, a designer brings you a mockup of a new button. A beautiful button, with a gradient, with hover effects, everything just right. And you realize that now you're going to have to:
Write this button for Vue
Write the same button for React
Write it one more time for that legacy code
Pray that they…
( 12
min )
Nice — let’s build a practical, copy-pasteable guide you can use right away: patterns, pom.xml/build.gradle snippets, application.yml examples, complete code samples (CircuitBreaker, Semaphore & ThreadPool Bulkhead, Retry, TimeLimiter, RateLimiter), combining annotations, testing tips, monitoring, tuning, and deployment notes.
Assumptions: you’re using Spring Boot with the resilience4j-spring-boot2/resilience4j-spring-boot3 integration (Resilience4j 1.x/2.x work similarly). I’ll show plain Java + Spring examples (non-reactive). If you want reactive examples later, I can add them.
Maven (pom.xml)
org.springframework.boot
spring-bo…
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min )
In part one, we explored the basics of Java multithreading, including threads, processes, and how to create threads using Thread and Runnable. In this second part, we’ll go deeper and cover essential concepts like thread control methods, synchronization, inter-thread communication, daemon threads, and Java concurrency utilities.
Thread Control
Java provides built-in methods to control thread execution.
sleep(): Pauses the current thread for a given time.
join(): Waits for another thread to finish.
yield(): Suggests that the current thread should pause for others to execute.
Example:
package ayshriv;
public class MasteringBackend {
public static void main(String[] args) throws InterruptedException {
Thread t1 = new Thread(() -> {
for (i…
( 10
min )
Introduction
As a developer, having the right tools at your fingertips can make all the difference. From code formatting to debugging, to converting and organizing data, the tools you use are integral to streamlining your workflow and boosting productivity. That’s where MyToolHub comes in.
MyToolHub is a one-stop hub for a wide range of online tools designed to make developers' lives easier. Whether you're working on a personal project, collaborating on a team, or just looking for quick fixes for common coding issues, MyToolHub has the perfect utility for the job.
Why Developers Should Use MyToolHub
For developers, time is money. The fewer distractions you face while working on your code, the more productive you'll be. That’s why having a toolset that can quickly solve your problems is so …
( 8
min )
Said MOUNAIM | Portfolio
A high-performance, accessible, and SEO-optimized portfolio built with Next.js & TypeScript.
Github repo: https://github.com/saidMounaim/mounaim.dev/
https://mounaim.dev/
1. Clone the repository
git clone https://github.com/saidMounaim/mounaim.dev.git
2. Install dependencies
npm install
3. Configure Environment Variables Create a .env file in the root directory:
EMAIL_USER=your_email
EMAIL_PASS=your_password
Update your details in the /constants/index.ts file.
Next.js
TailwindCSS
Shadcn/ui
TypeScript
Nodemailer
( 6
min )
For Day 1 of my Advent of AI challenge, I built a GitHub Action that uses the Goose CLI to generate a daily fortune with ASCII art. I hadn't run Goose in CI before, so I got to level up there.
A scheduled workflow that:
Runs daily at 6am ET
Uses Goose with Claude Sonnet 4 (via OpenRouter) to generate creative random daily fortunes
Creates ASCII art featuring a sassy goose
Automatically commits updates to the README
Check out the repo to see today's daily fortune!
/
advent-of-ai-2025
🔮 Fortune Teller Output
+====================================================================+
| |
| 🔮 MYSTICAL FORTUNE TELLER 🔮 |
| …
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min )
‘Rocky II’ gets the full Rewatchables treatment as Bill Simmons, Chris Ryan, and Van Lathan revisit Sylvester Stallone’s sequel, admit they’re a few jabs short of a title shot, and unpack why this follow-up really matters to the franchise.
They kick things off with a timestamped breakdown—cold open, deep dive on Stallone’s journey, their pick for most rewatchable scene, and a classic “Categories” showdown—delivering an irreverent, laugh-filled look at Rocky’s toughest rematch.
Watch on YouTube
( 6
min )
The tl;dr for the Busy Dev
I built a production-ready voice AI agent that went from 5+ seconds of latency to sub-second responses through 8 systematic optimization phases. The journey wasn't just about code—it was about understanding where bottlenecks hide and how simple changes can have massive impact.
The Stack:
LiveKit Agents SDK - Real-time WebRTC infrastructure
OpenAI - STT (Whisper → GPT-4o-mini-transcribe) & LLM (GPT-4o → GPT-4o-mini)
ElevenLabs - Text-to-Speech synthesis
Python 3.11 - Implementation language
The Results:
🚀 7x faster - Total latency: 5.5s → 0.7s (best case)
⚡ 3-8x LLM improvement - TTFT: 4.7s → 0.4s
💨 98% STT improvement - Subsequent transcripts: 2.1s → 0.026s (near-instant!)
💰 10x cost reduction - Switched from GPT-4o to GPT-4o-mini
🧠 Context management - Aut…
( 16
min )
A post by ADITYA1000
( 6
min )
The problem
Current platforms have no answer. Blue checks can be bought. "Real name" policies are theater.
Meanwhile, journalists get murdered for telling the truth. Creators get deplatformed overnight. Everyone self-censors.
What I'm building: A ZK identity layer for Nostr that lets you:
Prove you're human without revealing who
Anonymous but accountable. Trust without identity.
Vision locked
What I need
Are down to go from 0 to 1
Not promising salaries. Promising the chance to build infrastructure for human freedom in the AI era.
DM me on Nostr: ryan
Or comment here.
Let's build.
( 6
min )
Tour: a shadcn/ui component that handles onboarding flows in React/Next.js applications.
Key features:
🎯 Target elements with data attributes
🔄 Link steps across routes
📍 Control popover positioning
⚙️ Customize styling per step
🎛️ Manage tours through React context
Installed through the shadcn CLI. Matches your existing design system without additional configuration.
👉 Blog Post
👉 GitHub Repo
👉 Live Demo
( 6
min )
How I’d Build a One-Person AI Company in 2025
Jaideep Parashar ・ Dec 2
#webdev
#ai
#startup
#design
( 7
min )
Harvard University creates amazing beginner computer science courses. We just released Harvard CS50’s introduction to programming using a language called R, a popular language for statistical computing and graphics in data science and other domains. ...
( 3
min )
The freeCodeCamp community just published our new Responsive Web Design certification. You can now sit for the exam to earn the free verified certification, which you can add to your résumé, CV, or LinkedIn profile. Each certification is filled with ...
( 9
min )
A 6% rally in bitcoin helped push IBIT ahead of major funds like VOO, but crypto miners including IREN and CIFR posted steep losses.
( 32
min )
Network reset complete: leverage flushed, LTHs accumulating and price back above fair value.
( 32
min )
The DeFi lender's native token broke above key resistance level, eyeing $190 as the next target level.
( 32
min )
MSCI’s proposed reclassification and potential index exclusion of Digital Asset Treasury (DAT) companies now looms over the market as a major structural overhang, says Dr. Avtar Sehra, founder and CEO of STBL. This helps explain the lack of a sustained recovery in crypto prices since the October 10th crash.
( 43
min )
The pivot to AI comes with risks, including heavy borrowing and concerns about sustainability, with potential shortfalls if demand for AI slows.
( 33
min )
The collapse marks yet another disappointing Trump family crypto-related investment.
( 32
min )
The spread between BTC and S&P 500 implied volatility indices is widening again.
( 32
min )
Bitcoin miners have been among those riding the AI boom, with IREN and Cipher Mining up over 300% in 2025.
( 34
min )
Bernstein kept its Street-high $510 price target on Coinbase, citing strong fundamentals and product expansion.
( 33
min )
The defendants were found to have used fake companies and cryptocurrency transactions to conceal the origin of the illicit funds.
( 32
min )
The token outpaced broader crypto markets as volume spiked 34% above weekly averages.
( 32
min )
The company also plans to sell shares to fund the repurchase of existing debt.
( 32
min )
Solana exchange-traded funds debuted on Oct. 28 and performed flawlessly with inflows 21 consecutive days until the day before Thanksgiving.
( 32
min )
The exchange has already teamed up with the Switzerland-based firm for its tokenized equity offering, xStocks.
( 31
min )
Helping the mood in crypto were moves by institutional giants Vanguard and Bank of America to open up digital assets to their clients.
( 33
min )
Kalshi secures a massive funding boost led by Paradigm, widening its lead over Polymarket as trading volumes surge and both platforms pursue fresh capital.
( 31
min )
The debut marks the first U.S. ETF tied to Chainlink, which secures tens of billions of dollars in onchain value across DeFi and gaming.
( 32
min )
The group of 10 banks plans to introduce its euro stablecoin next year under a new Dutch entity named Qivalis.
( 33
min )
Cronos (CRO) was also a top performer, up 7.6% from Monday.
( 29
min )
The news comes just hours after longtime crypto holdout, asset management giant Vanguard, said it would allow its clientele access to digital asset ETFs.
( 32
min )
There comes a point when long-standing detractors become so vocal, their tone shifting from criticism to arrogance, that it often reflects conditions that are consistent with a bottom.
( 32
min )
Cocoon lets GPU owners rent out computing power for AI tasks and receive TON tokens as compensation, with Telegram as the first user.
( 33
min )
The gains were accompanied by a surge in trading volume signaling potential institutional positioning.
( 32
min )
Your day-ahead look for Dec. 2, 2025
( 39
min )
President Karol Narwocki was concerned that the Cryptoasset Market Act would allow the government to disable crypto companies websites "with a single click."
( 32
min )
Crypto markets failed to bounce on Tuesday, with bitcoin retracing last week’s gains and altcoins extending losses.
( 34
min )
Although the acquisition of Innovator Capital Management does not directly mention crypto, it does inherently imply that Goldman Sachs is expanding into the digital assets arena.
( 34
min )
Trading volume in Strategy shares surged to 42.9 million, the most since last December, as the price fell 3.25%.
( 31
min )
Models tested by MATS and the Anthropic Fellows program generated turnkey exploit scripts and identified fresh vulnerabilities, suggesting automated exploitation is becoming technically and economically viable.
( 32
min )
The new non-custodial platform brings stablecoin swaps and global fiat off-ramps into one place, aiming to make the process more seamless for users.
( 32
min )
XRP and BTC trade close to make-or-break levels while Nasdaq's November price action raises pullback risks.
( 32
min )
The proposed protocol uses zero-knowledge proofs to verify sender–receiver relationships without revealing identities.
( 32
min )
The scandal-plagued platform blamed a surge in withdrawals for its shutdown, the latest fallout from U.S. sanctions and money-laundering allegations targeting the wider Huione network.
( 30
min )
Dogecoin's recovery remains fragile, with resistance between $0.1362 and $0.1386 needing to be overcome for a bullish shift.
( 34
min )
MSCI is considering removing Strategy Inc. from its major equity indices due to the company's large bitcoin holdings, which some traders say could scare smaller players.
( 33
min )
A break above $2.05–$2.07 is needed to shift momentum, while a fall below $2.00 could lead to further declines.
( 33
min )
Market positioning implies a meaningful probability of sub-$80K BTC to start 2026, Derive's Forster said.
( 30
min )
Bitcoin bulls' hopes for rate cuts to lower bond yields and the dollar are challenged by signals from the Treasury and the FX market.
( 33
min )
The crypto market has spent years arguing about Tether’s reserves – sometimes with more hyperbole than substance – but the latest debate is sharper and more revealing than usual.
( 35
min )
Amazon Web Services on Tuesday announced a new class of artificial intelligence systems called "frontier agents" that can work autonomously for hours or even days without human intervention, representing one of the most ambitious attempts yet to automate the full software development lifecycle.
The announcement, made during AWS CEO Matt Garman's keynote address at the company's annual re:Invent conference, introduces three specialized AI agents designed to act as virtual team members: Kiro autonomous agent for software development, AWS Security Agent for application security, and AWS DevOps Agent for IT operations.
The move signals Amazon's intent to leap ahead in the intensifying competition to build AI systems capable of performing complex, multi-step tasks that currently require teams o…
Mistral AI, Europe's most prominent artificial intelligence startup, is releasing its most ambitious product suite to date: a family of 10 open-source models designed to run everywhere from smartphones and autonomous drones to enterprise cloud systems, marking a major escalation in the company's challenge to both U.S. tech giants and surging Chinese competitors.
The Mistral 3 family, launching today, includes a new flagship model called Mistral Large 3 and a suite of smaller "Ministral 3" models optimized for edge computing applications. All models will be released under the permissive Apache 2.0 license, allowing unrestricted commercial use — a sharp contrast to the closed systems offered by OpenAI, Google, and Anthropic.
The release is a pointed bet by Mistral that the future of artifici…
While artificial intelligence has stormed into law firms and accounting practices with billion-dollar startups like Harvey leading the charge, the global consulting industry—a $250 billion behemoth—has remained stubbornly analog. A London-based startup founded by former McKinsey consultants is betting $2 million that it can crack open this resistant market, one Excel spreadsheet at a time.
Ascentra Labs announced Monday that it has closed a $2 million seed round led by NAP, a Berlin-based venture capital firm formerly known as Cavalry Ventures. The funding comes with participation from notable founder-angels including Alan Chang, chief executive of Fuse and former chief revenue officer at Revolut, and Fredrik Hjelm, chief executive of European e-scooter company Voi.
The investment is modes…
Every data engineering team right now is being asked the same question: "How do we build a chatbot that talks to our data?"
The prototypes are deceptively simple. A developer connects GPT-5.1 to a Snowflake schema, asks "What is our revenue?", and watches as the model generates a syntactically perfect SQL query. It feels like magic. But when these systems move from a sandbox to production, the magic collapses. The bot reports $12 million revenue on Monday and $9.5 million on Tuesday, despite the underlying data remaining unchanged.
The failure isn't a lack of model intelligence; it is an architectural "context gap." Gen AI models are probabilistic engines trying to interpret rigid, deterministic business logic from raw database schemas. Without a mediation layer to define what "revenue" ac…
The AI browser wars are heating up. OpenAI and other AI companies like Perplexity have gotten a lot of attention with their new AI-first and agentic browsers. They're being positioned as direct competition to Google, which currently holds a 70% share of the market with its Chrome browser. As the incumbent, Google has been slower to respond to the shift toward AI search — integrating Gemini into Chrome, is widely seen as playing catch-up to competitors that were AI-first from day one.
It's understandable, as a $100 billion business is an enormous, unwieldy beast to pivot. That leaves space for the new guys to maneuver, who are essentially starting with blank slates, and free reign for innovation.
Enter Neo, released for worldwide general availability today — the next step in Norton’s AI inn…
Amazon Web Services (AWS) is leaning into the growing trend toward custom models with a new service that it says will let enterprises bring more personalization and internal knowledge.
The move comes alongside the release of AWS's new models as part of its Nova family, which expands the capabilities of its reasoning models.
Nova 2 Lite, Nova 2 Pro, Nova 2 Sonic and Nova 2 Omni update the first Nova models AWS announced last year.
Nova 2 Lite is a fast, cost-effective reasoning model optimized for everyday tasks that can process text, images and videos to generate text. Nova 2 Pro, which AWS said is its most intelligent reasoning model, can handle complex tasks such as coding agents, long-range planning and problem-solving. It can act as a “teacher” model for distillation projects. Nova 2 …
For much of 2025, the frontier of open-weight language models has been defined not in Silicon Valley or New York City, but in Beijing and Hangzhou.
Chinese research labs including Alibaba's Qwen, DeepSeek, Moonshot and Baidu have rapidly set the pace in developing large-scale, open Mixture-of-Experts (MoE) models — often with permissive licenses and leading benchmark performance. While OpenAI fielded its own open source, general purpose LLM this summer as well — gpt-oss-20B and 120B — the uptake has been slowed by so many equally or better performing alternatives.
Now, one small U.S. company is pushing back.
Today, Arcee AI announced the release of Trinity Mini and Trinity Nano Preview, the first two models in its new “Trinity” family—an open-weight MoE model suite fully trained in the Un…
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The State of AI: Welcome to the economic singularity —David Rotman and Richard Waters Any far-reaching new technology is always uneven in its adoption, but few have been more uneven than generative AI.…
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Malaysia’s Social Security Organisation (PERKESO, also known as SOCSO) is evaluating possible incentives for contributors who have consistently paid into the scheme for years without filing any claims. Human Resources (HR) Minister Steven Sim Chee Keong confirmed this when he wrapped up debates on the Employees’ Social Security (Amendment) Bill 2025 in the Dewan Rakyat […]
The post Incentives For Long-Term PERKESO Contributors With No Claims Under Study appeared first on Lowyat.NET.
( 34
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The Redmi Note 15 series has had its launch in its home market of China. It looks like it’s the turn of the global markets soon. The specs for these devices have also appeared online, and there looks to be quite the variance between the models of the Chinese market and those for the global […]
The post Specs Of Redmi Note 15 Series’ Global Variant Appear Online appeared first on Lowyat.NET.
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Sony has sneakily updated the cooling solution for the PlayStation 5 (PS5) Slim. The later batches of the PS5 Slim reportedly feature a beefier heatsink, similar to the one use in the PS5 Pro. X user Modyfikator89 confirmed the upgrade, posting a picture of the updated heatsink. Compared to the previous iteration, the new heatsink […]
The post Sony Quietly Updates Cooling Solution For The PS5 Slim appeared first on Lowyat.NET.
( 34
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With the veil off of the Samsung Galaxy Z TriFold, the rumour mill moves on to what’s coming next. And next on the docket for foldables by the South Korean tech giant is what looks like a variant of the upcoming Galaxy Z Fold8. And it’s specifically a variant because of the code name attached […]
The post Possible Samsung Galaxy Z Fold8 Variant Appears In GSMA Database appeared first on Lowyat.NET.
( 35
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There’s been much hullabaloo about the Bowers & Wilkins (B&W) Px8 S2 prior to my getting my hands on it. And now that I have spent a good amount of “me” time with it, I see clearly what the good word about it is. To that end, I believe these are the best-sounding headphones I’ve tested this year. […]
The post Bowers & Wilkins Px8 S2 Lightning Review: Well Worth That Premium Price Tag appeared first on Lowyat.NET.
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The price of DDR5 RAM kits has shot up drastically in a very short period of time, effectively making them stupid expensive, costing as much as gaming consoles or a GPU. Unsurprisingly, this dramatic spike is causing a crisis among PC gamers, and is directly affecting the sales of corresponding motherboards. According to Japanese news […]
The post Skyrocketing DDR5 RAM Prices Are Causing Motherboard Sales To Fall appeared first on Lowyat.NET.
( 36
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It seems Apple is making some significant changes to its AI division. The tech giant has announced that senior vice president for Machine Learning and AI Strategy John Giannandrea is stepping down from his role. Giannandrea, who joined the bitten fruit brand in 2018, will serve as an advisor before fully retiring in spring 2026. […]
The post AI Head John Giannandrea To Exit Apple Amid Siri Hiccups appeared first on Lowyat.NET.
( 35
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EU-based electric vehicle repair specialist EV Clinic has issued a warning about a specific type of battery pack used in some Tesla Model 3 and Model Y units, especially those shipped to Europe and parts of Asia. The issue centres on LG Energy Solution’s NCM811 battery cells made in Nanjing, which are used in certain […]
The post European EV Repair Shop Warns Of “Catastrophic” Failures In China-Made Tesla Batteries appeared first on Lowyat.NET.
( 35
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There have been a number of limited edition DualSense controllers since the PS5 was released, and there’s another one on the way. This time it’s in conjunction with the launch of Genshin Impact Version Luna III on said console. While it may be an important milestone for the game, PlayStation has kept the naming convention […]
The post PlayStation Reveals A Genshin Impact Limited Edition DualSense Controller appeared first on Lowyat.NET.
( 35
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Intel is continuing to expand its operations on our shores. According to Prime Minister Datuk Seri Anwar Ibrahim, the US chipmaker will be investing an additional RM860 million to establish Malaysia as a hub for its assembly and testing operations. This announcement followed a meeting between Anwar and Intel CEO Lip-Bu Tan, during which the […]
The post Intel To Invest Additional RM860 Million In Malaysia For Assembly, Testing Operations appeared first on Lowyat.NET.
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At the end of last year, I started writing a few more articles on Dev.to. I’d been posting for a while, but I’m honestly too lazy to keep updating my GitHub Profile README every time. Opening the repo, editing the README, adding links… it wasn’t difficult, just boring. And boring tasks always make me wonder why I’m still doing them manually.
So I looked around, tried a few things, and with a bit of help from AI, I finally found a way to automate it. After some quick experiments, everything clicked. My profile started updating itself with my latest Dev.to articles. No manual edits. No drama. Just simple automation doing its job.
It was a small win, but it felt great. And that’s what pushed me to share how I did it and what else you can automate using GitHub Actions.
This part is important.
…
( 9
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Documenting how I summoned a production-ready Halloween study app from the void in <8 hrs, complete with ghost companions, cursed achievements, & blood-moon themes using Kiro's spec-driven sorcery.
Why I built This
Picture this: It's late at night, and you're trying to focus on studying. But your brain? Completely checked out. You open yet another productivity app - clean, minimal, professional. And utterly boring.
Here's what I realized: productivity tools don't have to be soulless.
So I asked myself three questions:
What if your study companion was an actual ghost that reacted to your work?
What if your timer was a literal coffin with a blood-red progress bar?
What if hitting your goals felt like unlocking cursed achievements in a horror retro themed game?
The answer? I built it. All o…
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Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less is CinemaSins’ latest roast of the new Fantastic Four movie—sponsored by BetterHelp to help you cope with all those “sintastic” Marvel moments. It dishes out every nitpick and plot quirk in a brisk, entertaining format.
Beyond the video itself, the description plugs CinemaSins’ broader network (TVSins, Commercial Sins, the Podcast Network), invites viewers to take a “sinful poll,” support the team on Patreon, and follow writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel on social media.
Watch on YouTube
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It's 4:00 PM on Friday. Your AI sales agent just told your largest customer they'll receive a 50% discount. Nobody authorized it.
The demo worked perfectly last week. You connected it to Confluence, gave it Salesforce API access, and it answered questions correctly. But now it's in production, and it's making things up. Your VP wants answers about why you're rolling back the pilot. You're stuck explaining that the LLM works fine, but the data it receives is garbage.
Sound familiar? You're not alone. 2025 was the "Year of the Agent" according to every conference keynote. We'd have autonomous systems writing code, managing sales pipelines, and handling support tickets. Instead, we got the "Stalled Pilot" syndrome.
You've seen that MIT study claiming 95% of AI pilots fail. The methodology is …
( 14
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TBD ...
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Ever felt like you’re running a unique OS and crashing head-first into someone else’s? In her NDC Copenhagen talk, Alice Meredith breaks down your “HumanOS”—personality traits, strengths, stress defaults—and shows you how to decode and patch yourself with tools like Gallup Strengths, Enneagram, and The People Code. You’ll learn to spot your go-to reactions under stress, fine-tune your motivators and communication style, and see compatibility snags as mere system mismatches, not personal bugs.
Then, with AI as your personal coach, you’ll tweak your internal settings, navigate tough feedback loops, and boost collaboration—no matter what OS your teammates are rocking. Think of it as a software update for your soft skills, arming you with digital tools to problem-solve, communicate, and sync up smoothly with any work crew.
Watch on YouTube
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A powerful way to organize and run your Playwright tests is by using tags. Tags allow you to categorize tests and run only the ones you need, making your test suite more manageable and efficient, especially in large, complex projects that wants to make your hair pull out.
Playwright tags let you group related tests and run them selectively. You can tag tests directly in your test descriptions using the @tagname syntax.
import { test, expect } from '@playwright/test';
test('Navigate to Get Started @navigation', async ({ page }) => {
await page.goto('https://playwright.dev');
const getStartedLink = page.locator('a\:has-text("Get Started")');
await getStartedLink.click();
const installationHeading = page.locator('h1\:has-text("Installation")');
await expect(installationHeading).toB…
( 7
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Happy Monday! For the sake of preparing for New Year resolutions, I am making my half-marathon prep guide free for the entire month. 🏃
If you end up getting this and trying it, please let me know what you think 🧠
I will be releasing a 5k and 10k plan throughout the month as well.
Happy running!
Download here
( 6
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The Challenge
It's 2 AM. You're staring at your syllabus, trying to create study aids for your study sessions. Manually transcribing? Tedious. Organizing topics? Time-consuming. Creating comprehensive lesson plans? Exhausting.
What if AI could do all of this... wrapped in a haunting vampire aesthetic?
That's what I built. But here's the real story: I went from rough idea to production deployment in <7 hrs using Kiro's spec-driven development.
Let me show you exactly how.
The ~7-Hour Timeline (No BS)
Hour 0:00 → Brain dump ideas (messy, unstructured)
↓
Hour 0:40 → Kiro generates complete specs in 5 MINUTES! 🤯
↓
Hour 1:00 → Review & refine specs to match my vision
• Adjust requirements.md for my specific needs
• Tweak design.md archi…
( 15
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From Blender-MCP to 3D-Agent: The Evolution of AI-Powered Blender Modeling
GL ・ Dec 1
#blender
#mcp
#ai
#design
( 6
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JSON Was Slowing Me Down — So I Created Something Better
Internet Object ・ Nov 27
#python
#javascript
#api
#datascience
( 6
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TL;DR
CinemaSins takes on Fantastic Four: First Steps in a snarky “Everything Wrong With…” breakdown, ticking off every sintastic Marvel quirk in under 20 minutes. Spoiler: it wasn’t terrible, but it sure wasn’t perfect.
They’re backed by BetterHelp (therapy plug, discount link included), and pepper the video description with all their socials (YouTube channels, Discord, Reddit, TikTok, Instagram), a sinful viewer poll, Patreon support info, and a shout-out to their writing team.
Watch on YouTube
( 6
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Building Composable RLS: Enterprise Data Security on Autopilot
GigAHerZ ・ Nov 25
#dotnet
#architecture
#csharp
#security
( 6
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Creating a professional presentation used to take hours for designing slides, organizing content, and making it something that the audience should catch, but it is not a challenging or time-consuming task if you know how to make presentations using an AI presentation maker. Today, AI tools can do most of the work for you, allowing you to focus on content rather than formatting.
In this blog, I will tell you how you can transform a simple set of notes into a complete presentation using AI.
Here are the reasons why I recommend Slide generation tools
Save Hours: No need to spend time on structuring or building slides from the beginning; the AI does it all based on your prompt.
Improve clarity: Helps you make your content clearer by simplifying it and putting it in order.
Visual consistenc…
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🛠️ TL;DR Action Items
Audit your commits: Are you a net contributor to your team/society?
Learn Energy: Read up on how energy constraints impact data centers and compute.
Stay Curious: Train your own "neural net" (brain) to value curiosity over dogma.
This post was inspired by the conversation between Nikhil Kamath and Elon Musk.
Watch the full video here: Elon Musk x Nikhil Kamath - People by WTF
What’s your take? Do you agree that "Truth" is the most critical safety feature for AI? Let me know in the comments!
( 6
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Check out this Pen I made!
( 5
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Release 3.2.1 · hmpl-language/hmpl · GitHub
Combining types into one:
type HMPLTemplateFunctionOptions = HMPLIdentificationRequestInit[] | HMPLRequestInit | HMPLRequestInitFunction;
And also speeding up the code execution
github.com
( 6
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Check out this Pen I made!
( 5
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Watch on YouTube
( 6
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We all love building workflows in n8n. But let’s be honest: there is a huge gap between a simple "Hello World" chatbot and a robust, production-ready AI Agent that can handle real-world complexity.
I spent the last few weeks pushing n8n to its limits to solve four specific headaches I faced in automation: Memory, Dynamic Scraping, Content Analysis, and Reporting.
Here is a breakdown of the 4 advanced agents I built, the tech stack I used, and how they solve problems standard workflows can't.
The "Amnesia" Problem (Long-Term Memory Agent)
The Problem: Most LLM chains in n8n forget the user's context as soon as the execution ends. The Solution: I built an agent that mimics human memory.
How it works: Instead of relying solely on window memory, this workflow connects to Google Docs.
The Logic…
( 7
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In university, we learned Java and C++. When I started looking at web development, the number of choices was overwhelming. Django? Laravel? Spring Boot? Ruby on Rails?
Eventually, I settled on the MERN Stack (MongoDB, Express, React, Node.js). Here is why I think it’s the best choice for new developers in 2024.
1. One Language to Rule Them All
2. JSON is Native
3. The React Ecosystem
Conclusion
Is MERN perfect? No. SQL is often better for complex data relationships. But for building a portfolio and getting hired fast? It’s hard to beat.
( 6
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I Was Erased by the System, So I Built MMUKO OS
The World’s First Neurodivergent, Ontology-First Operating System.
Nnamdi Michael Okpala – OBINexus
1 December 2025
I’m not supposed to be alive.
Between 2019 and 2025 the British state ghosted me so thoroughly that I became a living glitch:
Housing files “lost” six times
Priority-need letters ignored for 1,461 straight days
Doctors who wrote “severely autistic, at risk of homelessness” and then never answered again
A benefits system that demanded I prove I was dying while refusing to give me money to eat
They didn’t just fail me.
They erased me on purpose.
So I did the only thing an autistic Igbo boy with 14 senses and nowhere to sleep can do:
I stopped begging their 7-dimensional world to see me
and started coding a new one that ca…
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min )
This shift isn’t being led by traditional enterprise vendors.
At CitrusBits [https://citrusbits.com/], we work on healthcare engineering challenges daily. In this post, we’ll break down how developers are building the technical foundation of modern MedTech.
AI adoption in healthcare is no longer experimental.
✔ Medical Imaging & Diagnostics
CNNs + transformer-based models identifying anomalies in MRI, X-Ray, CT, and ultrasound datasets.
✔ Predictive Analytics
ML models forecasting:
patient deterioration
sepsis risk
hospital readmission
appointment no-shows
clinical resource allocation
✔ NLP for Clinical Data
LLMs + medical-specific NLP models used for:
automated clinical note summarization
coding automation (ICD-10/CPT)
medical transcription
entity extraction from patient documen…
( 8
min )
Better Alternative to Allure Report for Test Reporting
Pratik Patel ・ Dec 1
#playwright
#analytics
#testing
#ai
( 6
min )
Ao longo da minha jornada como desenvolvedor — principalmente vindo do desenvolvimento web — sempre ouvi falar sobre SOLID. Mas foi entrando de vez no desenvolvimento mobile que esses princípios começaram a fazer um sentido muito maior no meu dia a dia.
SOLID não é um conjunto de regras rígidas, e sim um guia de boas práticas para construir sistemas mais limpos, flexíveis e fáceis de manter.
Vamos direto ao ponto.
SOLID é um acrônimo formado por cinco princípios fundamentais da programação orientada a objetos:
S — Single Responsibility Principle
O — Open/Closed Principle
L — Liskov Substitution Principle
I — Interface Segregation Principle
D — Dependency Inversion Principle
A ideia central é simples: projetar software que seja fácil de entender, evoluir, testar e manter.
Agora, vamos ver c…
( 9
min )
Happy Monday! What have you been listening to?
Drop a YouTube, Bandcamp, SoundCloud, or Spotify {% embed %} in the comments.
Optional: What was the last song you listened to (or are listening to right now)? Check whatever platform you listen to music on and let us know! Nothing is off limits. There's no good or bad taste in music!
( 6
min )
AWS Academy Cloud Architecting | V1 | Challenge (Cafe) lab: Creating a Static Website for the Cafe
( 6
min )
AWS Academy Cloud Architecting | Cafe Business Case Introduction
( 6
min )
20242 AKM | Cloud Foundations | Lab 1 Introduction to AWS IAM
( 6
min )
In this article, we will explore how to transition from a monolithic architecture to a microservices architecture without refactoring any existing code. We will leverage the power of the Onion/Clean architecture to achieve this goal.
In the past I have written extensively about the Onion/Clean architecture, so if you are not familiar with it, I recommend reading the following articles first:
Implementing SOLID and the onion architecture in Node.js with TypeScript and InversifyJS
Build HTTP APIs with Dependency Injection in TypeScript — Meet the Inversify Framework
Enforce Clean Architecture in Your TypeScript Projects with fresh-onion
1. Start with a Monolith and the Onion/Clean Architecture
To begin, we will start with a monolithic application that follows the Onion/Clea…
( 14
min )
Introduction
As a Senior Engineer, I’ve spent 5 years building scalable systems in Java and Angular. When I moved into AI, I noticed a pattern: many models live and die in Jupyter Notebooks. I wanted to build systems that survive in production.
Here is how I architected two enterprise-grade ML solutions, focusing on Deployment, Explainability, and ROI.
1. The Architecture: Engineering First
Before training a single model, I designed the infrastructure. A model is useless if it can't be queried at scale.
Serving Layer: I chose FastAPI over Flask for its asynchronous capabilities and automatic validation (Pydantic), mirroring the type-safety I’m used to in Java.
Containerization: Both projects are fully Dockerized, ensuring that the environment used for training matches production exactly.
…
( 7
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FDIC Acting Chairman Travis Hill is set to testify at a House hearing that his agency is ready to propose a stablecoin application rule before the month is out.
( 33
min )
The move will give access to the firm's 50 million clients to invest in regulated digital asset ETFs, a reversal from Vanguard's long-standing anti-crypto stance.
( 32
min )
Peter Schiff took a victory lap after the company Monday morning announced it had raised $1.44 billion via common stock sales as a reserve to pay preferred dividends for nearly two years.
( 33
min )
The prediction market is rolling out tokenized contracts on Solana to meet crypto traders where they already are, Kalshi told CNBC.
( 32
min )
The move marks the first time spot crypto assets can trade on a federally regulated commodities venue, signaling the CFTC’s accelerating push to oversee retail digital-asset markets.
( 32
min )
For now, Jack Mallers decided to not comment any further and JPMorgan declined to explain why it debanked the CEO of a company very similar to newly launched JPM Coin.
( 35
min )
French Hill, the chairman of the House Financial Services Committee, issued a report outlining what went on at several U.S. crypto regulators in past years.
( 34
min )
Hedera’s 10% drop on Dec. 1 has pushed HBAR back to a key support zone, where consolidation, fading volume, and institutional selling pressure are shaping the next move.
( 33
min )
The token broke below $12, breaching key support levels with heavy trading volume, confirming the downtrend.
( 32
min )
The average network hashrate fell 1% last month after hitting record highs in October.
( 30
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Sharp 24-hour decline sends Internet Computer into fresh multi-day lows, with a high-volume support breach defining the session
( 31
min )
A new ETP listing in Switzerland failed to lift BONK as the memecoin fell to fresh cycle lows amid a sharp technical breach of key support.
( 31
min )
Strategy fell to the lowest since October, 2024, and ether and solana treasury plays including BitMine, Sharplink, Solana Company, Upexi tumbled nearly 10%.
( 31
min )
Europol dismantled a crypto-mixing platform it said is used by ransomware groups and darknet markets to launder bitcoin, seizing servers, data and $29 million in BTC.
( 31
min )
Scotiabank said Ottawa’s move toward a stablecoin framework is more about modernizing payments than reshaping broader financial markets.
( 32
min )
The firm increased the pace of purchases from the previous week despite sitting on large unrealized losses on its ether bet.
( 32
min )
Bitcoin Cash (BCH) also declined, shedding 4.8% over the weekend.
( 28
min )
The broker said fears over Strategy’s solvency are misplaced and the stock remains the strongest asymmetric bet on bitcoin.
( 32
min )
Led by Executive Chairman Michael Saylor, the company also added to its bitcoin holdings last week, bringing its total stack to 650,000 BTC.
( 31
min )
DOT collapsed to $2.02 as technical breakdown accelerated on massive volume, exposing the psychological $2.00 level.
( 31
min )
The acquisition brings Komodo’s atomic-swap technology, token ecosystem and core developers under the Gleec umbrella.
( 31
min )
A sharp sell-off following the CME bitcoin futures open, compounded by hawkish signals from the Bank of Japan, dragged the CoinDesk 20 down nearly 6% on Monday.
( 34
min )
Your day-ahead look for Dec. 1, 2025
( 38
min )
The online banking arm of Sony Financial Group envisages the stablecoin being used to pay for games and anime.
( 30
min )
Yarow will oversee CoinDesk Insights as its parent company looks to expand digital asset coverage across the globe.
( 32
min )
Bank of Israel Governor Amir Yaron said stablecoins can no longer be viewed as marginal, citing their trillion-dollar trading volumes and growing systemic risks.
( 32
min )
The permissions give Ripple more bandwidth to offer token-based settlement and related payment services to banks, fintechs and crypto firms operating in the city-state.
( 32
min )
The proposed tax change, supported by the government, will categorize crypto profits under a separate-taxation framework.
( 31
min )
Your look at what's coming in the week starting Dec. 1.
( 36
min )
Ultra-low fees kept monetization in the basis-point range, leaving revenue unable to offset steep losses despite surging Hong Kong trading volumes.
( 32
min )
Binance, Hyperliquid, and Bybit saw over $160 million in liquidations each, with longs making up almost 90% of the total.
( 32
min )
The launch of DOGE ETFs from Grayscale and Bitwise saw only $2.16 million in inflows, failing to attract expected institutional interest.
( 33
min )
The key indicator's negative flip indicates downside volatility ahead.
( 32
min )
Despite expanding institutional infrastructure around XRP, short-term flows turned sharply bearish.
( 32
min )
Virtual currencies lack the legal status of fiat money, Chinese officials said during an intra-agency meeting on Friday.
( 31
min )
Short-term Japanese yields reached their highest level since 2008, strengthening the yen and pressuring leveraged crypto positions during Hong Kong trading hours.
( 32
min )
Major cryptocurrencies traded lower in early Asia as DeFi platform Yearn noted at "incident" in its yETH pool.
( 32
min )
Chinese artificial intelligence startup DeepSeek released two powerful new AI models on Sunday that the company claims match or exceed the capabilities of OpenAI's GPT-5 and Google's Gemini-3.0-Pro — a development that could reshape the competitive landscape between American tech giants and their Chinese challengers.
The Hangzhou-based company launched DeepSeek-V3.2, designed as an everyday reasoning assistant, alongside DeepSeek-V3.2-Speciale, a high-powered variant that achieved gold-medal performance in four elite international competitions: the 2025 International Mathematical Olympiad, the International Olympiad in Informatics, the ICPC World Finals, and the China Mathematical Olympiad.
The release carries profound implications for American technology leadership. DeepSeek has once aga…
A stealth artificial intelligence startup founded by an MIT researcher emerged this morning with an ambitious claim: its new AI model can control computers better than systems built by OpenAI and Anthropic — at a fraction of the cost.
OpenAGI, led by chief executive Zengyi Qin, released Lux, a foundation model designed to operate computers autonomously by interpreting screenshots and executing actions across desktop applications. The San Francisco-based company says Lux achieves an 83.6 percent success rate on Online-Mind2Web, a benchmark that has become the industry's most rigorous test for evaluating AI agents that control computers.
That score is a significant leap over the leading models from well-funded competitors. OpenAI's Operator, released in January, scores 61.3 percent on the sa…
With some needed infrastructure now being developed for agentic commerce, enterprises will want to figure out how to participate in this new form of buying and selling. But it remains a fragmented Wild West with competing payment protocols, and it's unclear what enterprises need to do to prepare.
More cloud providers and AI model companies will start providing enterprises with the tools needed to begin building systems that enable agentic commerce.
AWS, which will list Visa’s Intelligence Commerce platform on the AWS Marketplace, believes that making it easier to connect to tools that enable agentic payments would accelerate the adoption of agentic commerce.
While this doesn’t mean Amazon has formally adopted Visa’s Trusted Agent Protocol (TAP), which would bring the world’s largest e-co…
Welcome back to The State of AI, a new collaboration between the Financial Times and MIT Technology Review. Every Monday for the next two weeks, writers from both publications will debate one aspect of the generative AI revolution reshaping global power. This week, Richard Waters, FT columnist and former West Coast editor, talks with MIT…
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. An AI model trained on prison phone calls now looks for planned crimes in those calls A US telecom company trained an AI model on years of inmates’ phone and video calls and…
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We have some exciting news: Nominations are now open for MIT Technology Review’s 2026 Innovators Under 35 competition. This annual list recognizes 35 of the world’s best young scientists and inventors, and our newsroom has produced it for more than two decades. It’s free to nominate yourself or someone you know, and it only takes…
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A US telecom company trained an AI model on years of inmates’ phone and video calls and is now piloting that model to scan their calls, texts, and emails in the hope of predicting and preventing crimes. Securus Technologies president Kevin Elder told MIT Technology Review that the company began building its AI tools in…
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Singapore, or more specifically its Ministry of Education, has tightened guidelines when it comes to smartphone use by secondary school students. Starting January 2026, secondary school students won’t be allowed to use their smartphones or and smartwatches during school time. This includes during recess and co-curricular activities. The Straits Times reports that currently, the use […]
The post Singapore To Bar Smartphone Use In Secondary Schools Starting 2026 appeared first on Lowyat.NET.
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JBL officially launched the next generation of its Bar Series home cinema experience. The new soundbar series is a follow-up of the original Bar, with the “MK2” moniker at the back of each SKU denoting which model it is the successor to. Of course, the new Bar Series come with new and improved features that […]
The post JBL Launches The Next Generation Of Bar Series…Well, Soundbars appeared first on Lowyat.NET.
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OpenSys Technologies Sdn Bhd has introduced PalmWav, a prototype palm-recognition technology for seamless, device-free payments in Malaysia. The system is designed to integrate with the country’s existing payment infrastructure, including PayNet’s MyDebit network. The prototype was recently showcased internally to OpenSys employees and key partners, piloted at two locations: Kom.Fi Café in Kuala Lumpur, and […]
The post OpenSys Pilots PalmWav, A Prototype Palm-Recognition Payment Technology appeared first on Lowyat.NET.
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CelcomDigi has announced that it has accepted new spectrum assignments from the Malaysian Communications and Multimedia Commission (MCMC). More specifically, the telco has received assignments of 2x5MHz in the 1800MHz spectrum frequency band and 2×20 MHz of the 2600MHz spectrum frequency band. These took effect on 30 November, and are up until 30 June 2032 […]
The post CelcomDigi Accepts 1,800 MHz, 2,600MHz Band Spectrum Assignment appeared first on Lowyat.NET.
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sooka has announced a new addition to its platform in the form of “sooka Shorts”. Set to launch on 12 December 2025, the new feature brings short-form narrative content directly to the Astro-owned streaming service, aligning with a wider shift in recent bite-sized viewing habit trends amongst users. sooka Shorts will debut with several early […]
The post New Microdrama-Focused sooka Shorts To Debut On 12 December 2025 appeared first on Lowyat.NET.
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The AYANEO Next II is finally official, in all its voluminous glory. The gaming handheld console comes after years of teasing and what can only be assumed to be development hell, considering that the first time the console was announced was all the way back in 2022. Firstly, the Next II sounds and looks like […]
The post The AYANEO Next II Gets A 9-Inch OLED And Ryzen AI Max+ 395 appeared first on Lowyat.NET.
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Black Shark as a brand has stepped away from the gaming phone space for over three years now. Instead, the company has pushed out a handful of smartwatches for the past three years. But over the weekend, the brand has put up a teaser on its Malaysian Facebook page, which may suggest a return to […]
The post Black Shark Teases Qualcomm Collab With Snapdragon 8 Chipset appeared first on Lowyat.NET.
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The much-anticipated Perodua QV-E has finally arrived and, as reported earlier, it comes with a price tag of RM80,000. While the features and specifications of the EV hatchback have been shared, I also had the opportunity to test-drive the car weeks before its official launch at the Sepang International Circuit. To recap, the QV-E features […]
The post Perodua QV-E Test Drive: A Strong, Locally Made Entry Into The EV Market appeared first on Lowyat.NET.
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Analysts warn that the rising number of realistic AI-generated videos circulating on social media during the Northeast Monsoon confuses the public and adds new risks during disasters. They say people remain vulnerable to fabricated visuals of floods, storms and other emergencies, many of which look convincingly real. According to Bernama, AI-generated content following recent floods […]
The post Experts Warn Of Fake AI Flood Video Surge On Social Media appeared first on Lowyat.NET.
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After much anticipation and a series of teasers, the national automaker Perodua has officially launched its first ever fully electric vehicle (EV), the QV-E. The launch of the locally developed EV was officiated by the Prime Minster, Datuk Seri Anwar Ibrahim. Design-wise, the QV-E comes with a sporty and futuristic stance, fitting well with the […]
The post The QV-E, Perodua’s Homegrown EV, Officially Launches; Priced At RM80,000 appeared first on Lowyat.NET.
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KLIA started the trial run of what it calls the Vehicle Access Management System (VAMS) back in September. The idea is to speed up pick-ups and drop-offs, reducing kerbside congestion at airports. Those taking 10 minutes or longer for either process will in turn be charged a fee. After three months of what is claimed […]
The post KLIA Starts Enforcing Vehicle Access Management System (VAMS) appeared first on Lowyat.NET.
( 34
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Telecommunications companies across Malaysia have begun integrating MyDigital ID’s verification technology into their mobile applications starting today, introducing a nationwide upgrade to mobile number security. The initiative, supported by the National Cyber Security Agency (NACSA) and coordinated by the Malaysian Communications and Multimedia Commission (MCMC), aims to prevent scam calls, identity spoofing and fraud involving […]
The post Malaysian Telco Apps Integrated With MyDigital ID Starting Today appeared first on Lowyat.NET.
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins just unleashed their trademark “16 minutes or less” takedown of the new K-Pop Demon Hunters flick, serving up snarky commentary on every plot hole, over-the-top fight scene and devilish dance move. It’s the perfect hilarious roast for fans who love to point out every cheeky “sin.”
Hungry for more? Check out all their channels—YouTube (CinemaSins, TVSins, CommercialSins), Discord, Reddit, Instagram and TikTok—plus fill out a sinful poll or support the squad on Patreon. All the links you need live at linktr.ee/cinemasins.
Watch on YouTube
( 6
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Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less tears into Marvel’s latest with CinemaSins’ signature snark—calling it “sintastic” (not bad, just begging for nitpicks)—all wrapped up in under 20 minutes and featuring a cheeky plug for sponsor BetterHelp.
Hungry for more sins? Slide over to cinemasins.com, support the team on Patreon, fill out their “sinful poll,” and join the fun on Discord, Reddit, Twitter, Instagram, and TikTok.
Watch on YouTube
( 6
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LOT_002: First time using the new Zoom LiveTrak L6max
Mikey Dorje ・ Nov 28
#dawless
#techno
#livemusic
#gear
( 6
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That gap is becoming one of the biggest skill differences in our industry:
Some devs copy/paste AI answers.
That second group is growing fast.
PIYE Studio helps developers learn the skills behind modern engineering:
✨ How to structure prompts like an engineer
It’s not about replacing your skills — it’s about upgrading them.
I’m excited to finally share a preview.
If this aligns with how you want to learn and build, we would genuinely love your feedback ❤️
Try PIYE: piye.dev
( 6
min )
Devnexus, the largest Java ecosystem conference in the United States, returns to the Georgia World Congress Center on March 4–6, 2026, bringing together thousands of developers, architects, and technology leaders for three days of deep technical learning focused on AI, Java, and cutting-edge developer tools.
With over 100+ sessions, 10 content tracks, and a full day of hands-on workshops, Devnexus continues its mission to equip developers with the latest knowledge shaping modern software engineering.
A Conference at the Crossroads of AI and Java
As the software world rapidly transforms, Devnexus 2026 highlights how enterprise Java, generative AI, and modern developer practices are converging to build the next generation of intelligent, scalable systems.
This year’s program spans four key…
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CinemaSins runs the ruler over Fantastic Four: First Steps, rattling off their trademark “sins” in under 20 minutes—nothing earth-shattering, just the usual Marvel hiccups that make the film “sintastic” rather than spectacular.
Along the way they plug BetterHelp therapy discounts, their main site, YouTube channels and socials, a quick poll, Patreon support and community hubs like Discord and Reddit, all fueled by a squad of writers eager to nitpick every cinematic misstep.
Watch on YouTube
( 6
min )
The Problem
I wanted a tool like Hazel, but free, open-source, and cross-platform. I didn't want my bank statements uploaded to the cloud just to be organized.
I built a local-first Python daemon that watches your folders and uses OCR to sort files intelligently.
(Explain how Anaconda and System Python fought on your Mac and how you fixed it).
(Show your GitHub Actions YAML file).
It's fully open source.
Repo: [LINK TO YOUR GITHUB]
Website: [LINK TO YOUR WEBSITE]
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
Cinemasins just dropped a new video tearing into KPop Demon Hunters, highlighting every plot hiccup and over-the-top moment with their trademark snark. They’ve got all the sinning action spread across YouTube (CinemaSins, TVSins, CommercialSins, the Cinemasins Podcast), plus a linktree for the latest updates.
Behind the jokes are writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—find them on Twitter and Instagram. Want more? Join the Discord or Reddit community, take their “sinful” poll, or back the team on Patreon for extra pop-culture burns.
Watch on YouTube
( 6
min )
Ever stared at a folder with thousands of PDF invoices, resumes, or reports and thought, "There has to be a better way"? Spoiler: there is.
At WeSpark Automations, we recently built a PDF data extraction pipeline that processed over 30,000 documents—scanned images, digital PDFs, multi-page forms—and pushed clean, structured data straight into Google Sheets. Zero manual copy-paste. Zero coffee-fueled all-nighters.
Here's how we did it using n8n, OCR, and a bit of AI magic.
The Problem: Manual PDF Hell
Invoices with vendor names, amounts, dates buried in tables
Resumes with inconsistent formatting across Word, PDF, and scanned images
Financial reports locked in multi-page, image-heavy files
Extracting data manually is slow, error-prone, and soul-crushing. Our client was spending 40+ hours…
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Introduction
Imagine the thrill of a spin-to-win promotion on your favorite e-commerce site. The wheel spins, the music builds, and for a few seconds, you’re on the edge of your seat, hoping for that big prize. For businesses, these gamified promotions are a goldmine: they drive immense user engagement, collect valuable data, and can significantly boost sales. But behind the scenes, managing such a giveaway for millions of eager users isn’t about luck — it’s about a robust, scalable architecture. The wrong approach can turn a successful campaign into a financial disaster, leaving you with an empty prize chest and a legion of frustrated customers.
This blog post will take you on a journey behind the curtain of a high-traffic spin-wheel promotion. We’ll explore the serious technical challe…
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Disabling local user accounts on all domain‑joined client computers via Group Policy is a valuable security practice. It ensures users only log in with domain accounts, preventing the risks associated with unmanaged local accounts, such as weak or shared passwords.
Local accounts can be security risks if passwords are weak or shared among users.
Domain accounts allow centralized control and auditing, improving security.
Disabling local accounts centrally via Group Policy (GPO) avoids manual configuration on each machine, ensuring uniform policy enforcement.
You must have an Active Directory domain with Windows Server 2016, 2019, or 2022 and domain-joined Windows 10/11 clients.
Know the exact username of the local account you want to disable (e.g., testuser, localadmin).
Test the GPO on a s…
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is CinemaSins’ latest roast of the fun, over-the-top KPop Demon Hunters flick, where they tally up every nitpick and plot hole with their classic snark and humor.
They also drop links to their main site, other YouTube channels (TVSins, CommercialSins), social media (Discord, Reddit, Instagram, TikTok), a viewer poll, Patreon and even credit their sin-scratching squad: Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel.
Watch on YouTube
( 6
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Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less is CinemaSins’ latest snark-fest aimed at Marvel’s reboot. They rack up their usual sin-count, calling the film “sintastic” and poking fun at every awkward moment—all with their trademark blend of sarcasm and speedy commentary.
On the side, CinemaSins is backed by BetterHelp, and they flood you with links—check out their main site, spin-off channels (@TVSins, @commercialsins), Linktree hub, a quick fan poll, and their Patreon. The credits roll on writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel (with all their socials), plus invites to join Discord, Reddit, Jeremy’s book, Instagram, and TikTok.
Watch on YouTube
( 6
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Scaling to 100K Users: Architecture Lessons from Building Nigeria's Social Commerce Platform
Michael Onoja ・ Nov 28
#ai
#programming
#javascript
#architecture
( 6
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Everything Wrong With Fantastic Four: First Steps In 20 Minutes Or Less
CinemaSins takes on the new Fantastic Four film with their signature tally of “sins,” quipping that it “wasn’t bad, but just as sintastic as any other Marvel flick.” In roughly 20 minutes, they rip into every origin cliché, plot jump, and continuity quirk, all with tongue-in-cheek humor and rapid-fire commentary.
Sponsored by BetterHelp (grab a discount on your first month!), they also shout out their main site, additional YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork), a sinful poll, Patreon support, and social hubs—Discord, Reddit, Instagram, TikTok—plus shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel.
Watch on YouTube
( 6
min )
There has never been a stranger moment to be a Computer Science graduate. On one hand, the world is flooded with content telling you that “AI will replace programmers,” “coding is dead,” or “software jobs are disappearing.” On the other hand, every company—from scrappy startups to trillion-dollar giants—is aggressively announcing AI strategies, hiring AI engineers, looking for systems specialists, and expanding their technical teams.
This contradiction has left an entire generation asking the same question: Where do I fit in? What exactly should I learn in a world where AI writes code, tests code, debugs code, and even architect systems?
The answer isn’t that jobs are disappearing. The answer is that the bar has moved. The expectations for what makes a job-ready Computer Science graduate …
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Check out this Pen I made!
( 5
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Check out this Pen I made!
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Check out this Pen I made!
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Check out this Pen I made!
( 5
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Check out this Pen I made!
( 5
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Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less is Cinemasins’ latest deep-dive into the film’s quirks and plot holes, sponsored by BetterHelp. They plug their site, YouTube channels (TVSins, CommercialSins, CinemaSinsPodcastNetwork), social links, a “sinful” poll, and Patreon support.
The video credits a team of writers—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—with their social handles, and points fans to extra community hubs like Discord, Reddit, Instagram, TikTok and Jeremy’s book.
Watch on YouTube
( 6
min )
Your traffic dropped 40% overnight.
You checked Google Search Console. Then checked again. Refreshed the analytics dashboard three times because surely the data was wrong. It wasn't.
Welcome to December 2025, where Google's latest Helpful Content Update decided your perfectly good content wasn't so helpful after all. The thing is, this update isn't like the others. And the recovery tactics that worked in 2023? Yeah, most of those are about as useful as a screen door on a submarine.
I've spent the past three weeks analyzing over 200 sites that got hit—some recovered, most didn't. Here's what actually changed and what's working for recovery.
Let's cut through the noise. Every SEO guru on LinkedIn is posting the same recycled advice about "creating quality content" and "focusing on user inten…
( 12
min )
The Problem
In our car mechanic CRM application, users needed to search across multiple entities simultaneously—customers, their vehicles, appointment history, and service records. However, our data architecture presented a significant challenge.
Our application followed database normalization best practices. Data was organized into separate collections:
Users collection - Customer information
Appointments collection - Service appointment records
Vehicles collection - Vehicle details with references to master data collections
While this normalized structure kept our data clean and avoided redundancy, it created a performance bottleneck for search operations. To execute a single search query, we needed to perform 2-3 layers of lookups across collections, followed by text regexp searches. …
( 9
min )
Three days before a customer pilot, our PM pinged me: "Can we ship that analytics dashboard?" The design had been sitting in Figma for weeks. I promised I'd have it in production by Friday with AI co-pilot.
By Wednesday morning, the PR was still in draft. Not because the UI was hard—it looked exactly like the mock—but because the AI kept inventing work.
Here's what a typical week produced:
// Monday - inline styles
export const RevenueCard = () => {
return (
Total Revenue
$124,500
);
};
// Tuesday - M…
( 10
min )
CinemaSins just dropped “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a rapid-fire roast that hilariously points out every plot hole and trope in the film. If you’ve ever wondered what sinning demon-slaying K-pop idols sound like, this video’s your jam.
They’ve also sprinkled in links to their website, YouTube channels (@TVSins, @commercialsins), socials (Discord, Reddit, TikTok, Instagram), a quick poll for fans, and a Patreon pitch to keep the sin machine running. Big shout-out to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel for packing this roast with punchy commentary.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins’ latest video, Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less, tears into the new FF movie—declaring it “just as sintastic as any other Marvel flick”—all while plugging BetterHelp therapy discounts.
For more nitpicks and pop-culture roasting, hit up their website, YouTube channels (@TVSins, @commercialsins, @cinemasinspodcastnetwork), Discord, Reddit, TikTok, Instagram, and fill out their sinful poll. Big thanks to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian & Daniel—your sin counts wouldn’t be the same without them.
Watch on YouTube
( 6
min )
Introduction
What started as a simple "let's optimize my development setup" turned into a complete infrastructure overhaul that would define my productivity for months to come. My development environment was becoming a bottleneck—port conflicts, slow builds, and tangled dependencies were slowing me down. This is the story of how I migrated to Traefik-based centralized orchestration and Turborepo monorepo structure, and the painful lessons I learned along the way.
Every morning, I would face the same ritual:
Problem
Symptom
Time Wasted Daily
Port conflicts
"Backend won't start, port 8000 is in use"
15-30 minutes
Build bottlenecks
"Waiting for frontend build... again"
20-45 minutes
Dependency hell
"Module not found: kyc_core.utils"
10-20 minutes
Environment drift
"Works on my …
( 10
min )
The Problem: Death by 1,000 Tabs
Like many developers, my morning routine used to be a productivity killer. It involved opening about 25 tabs-Hacker News, TechCrunch, Bloomberg, various Substacks, Twitter-trying to find the actual "signal" amidst the noise.
The reality? 90% of it was repetitive clickbait or shallow press releases.
I realized I was spending an hour just trying to find something to read, rather than actually reading. I decided to engineer my way out of this loop.
I didn't just want a GPT wrapper that summarizes text. I wanted an autonomous system that could research, cross-reference multiple sources, write a draft, and then-crucially-critique its own work before showing it to me.
Here is how I built TrendFlow, an agentic news workflow using Python, LangGraph, and Google Ge…
( 8
min )
Everything Wrong With Fantastic Four: First Steps In 20 Minutes Or Less
CinemaSins takes down Fantastic Four in their trademark snarky style—calling out every plot hole, cringe line, and missed opportunity in under 20 minutes. While they admit the movie isn’t outright awful, it’s “sintastic” just like any other Marvel flick, complete with nitpicks and sarcastic quips.
Along the way, they plug BetterHelp (because hey, you might need therapy after watching—or after they’re done roasting it), and point you to their site for more videos, polls, and Patreon support. Don’t forget to follow the CinemaSins crew on Twitter, Instagram, TikTok, Discord, Reddit, and check out all their other channels for your daily dose of film-induced guilt.
Watch on YouTube
( 6
min )
Testing out integration with postiz-app!
( 5
min )
Online gaming and digital betting platforms continue to evolve rapidly, becoming more sophisticated, more secure, and more entertaining for players around the world. As technology advances and user expectations grow, players now demand platforms that offer transparency, speed, fairness, and rich gaming experiences. Whether you are a seasoned bettor or a new player exploring the world of online entertainment, understanding how to choose the right platform and optimize your gaming strategy is essential.
In 2025, the global digital gaming market has expanded significantly. New features like AI-powered recommendations, blockchain verification, immersive user interfaces, and fast mobile compatibility have reshaped how users interact with online betting platforms. With more competition in the in…
( 10
min )
Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less
CinemaSins dives into Marvel’s new Fantastic Four flick, pointing out every nitpick and calling it as “sintastic” as any other superhero romp. They even cheekily suggest BetterHelp for anyone who needs post-movie therapy (with a discount link, of course).
They also drop a ton of community plugs—visit cinemasins.com, follow @TVSins, @commercialsins and the Cinemasins Podcast Network, join their Discord and Reddit, fill out their poll, and support the team on Patreon. Writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel get shout-outs along with their social handles.
Watch on YouTube
( 6
min )
In this video you will see how you can use the Google Workspace Events API so that your app can process or respond in real time to changes in Google Chat.
0:00 Intro
Subscribe to our YouTube channel: https://www.youtube.com/@googleworkspacedevs/
Subscribe to our Google Workspace Developer Newsletter: https://developers.google.com/workspace/newsletters
#googleworkspaceplatform #googlechat #chatapp
Follow youtube.com/@googleworkspacedevs
( 6
min )
Episode 10: Welcome to the Google Workspace Developer News! Find out what's new on the Google Workspace Platform.
0:00 Intro
https://developers.google.com/docs/api/how-tos/tabs
https://developers.google.com/apps-script/guides/docs/tabs
https://developers.google.com/meet/add-ons/reference/websdk/addon_sdk.meetaddonclient.endcollaboration.md
https://developers.google.com/workspace/chat/api/reference/rest/v1/cards[#Message](https://www.youtube.com/hashtag/Message).Section_1
https://developers.google.com/workspace/chat/libraries
Google Chat API RPC reference: https://developers.google.com/workspace/chat/api/reference/rpc
https://developers.google.com/workspace/chat/samples
Follow youtube.com/@googleworkspacedevs
( 7
min )
Find out about the latest Google Workspace platform news: Google Sheets supports smart chips for link previews, Update to Chat API, and more!
Follow youtube.com/@googleworkspacedevs
( 6
min )
Check out what Dara has to say about what she saw at the Google Workspace Developer Summit in Berlin and what she would like to see more of.
#googleworkspaceplatform #googleworkspacedevelopersummit
Follow youtube.com/@googleworkspacedevs
( 6
min )
If you are learning Java or preparing for interviews, one thing is clear: MCQs help you learn faster. They sharpen your logic, test your understanding, and expose the small details you often miss while reading long tutorials.
That is why we created the Quipoin MCQs Section — a growing collection of beginner-friendly, detailed, and practical multiple-choice questions for developers.
Practice MCQ's: https://www.quipoin.com/practice-mcqs/testseries
( 6
min )
TL;DR
CinemaSins just unleashed “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” their signature rapid-fire takedown of the movie’s quirks and eccentricities. Alongside the video, they’ve packed the description with all their usual goodies—links to the main site, social channels (@TVSins, @commercialsins, @cinemasinspodcastnetwork), a quick poll, Patreon support, and their writer credits.
Want more? Hop into their Discord or Reddit community, follow them on Instagram and TikTok, or even grab Jeremy’s book for extra sins. It’s the perfect one-stop shop for anyone craving more CinemaSins content.
Watch on YouTube
( 6
min )
Summary
CinemaSins just took a 20-minute swing at Fantastic Four: First Steps, pointing out every “sintastic” Marvel trope you can imagine (yep, it’s as overstuffed as the rest). They even snagged a BetterHelp sponsor spot—therapy’s only a discount link away if you’re triggered by superhero logic.
On top of the sins, they’re busy plugging their entire empire: CinemaSins.com, YouTube spinoffs (@TVSins, @CommercialSins, etc.), Discord, Reddit, TikTok, Instagram, a poll for fans, Patreon support, and a shout-out to their writer squad (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel).
Watch on YouTube
( 6
min )
Introduction: The Shift in Audio Engineering
The domain of digital signal processing (DSP) has historically presented significant barriers to entry. Tasks such as isolating a specific instrument from a mixed audio file were once considered technically impossible—often compared to "unbaking a cake" to retrieve the eggs and flour. However, the advent of machine learning models trained on spectral data has fundamentally altered this landscape.
Before discussing the workflow, it is essential to understand the technology behind "unmixing." Modern source separation relies on deep neural networks (DNNs) that analyze the spectrogram of an audio file. These networks are trained to recognize the specific frequency footprints and harmonic structures of different sound sources.
The first application…
( 8
min )
Data Is the New Oil, But Prompting Is the New Pipeline
Jaideep Parashar ・ Nov 30
#ai
#webdev
#promptengineering
#discuss
( 6
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Rick Beato’s latest livestream peels back the layers on the Beatles’ “You Won’t See Me” from Rubber Soul, highlighting sneaky guitar voicings, melodic bass hooks, and production tricks you probably never noticed—guaranteed to change how you listen next time.
He’s also running a Black Friday flash sale: snag all seven of his courses for just $129 (normally $964) or grab any single course for $49—offer ends Sunday at 11:59 pm ET.
Watch on YouTube
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min )
Maglev-Pentabot: From Factory Floor to Surgical Precision? The Future of Non-Contact Manipulation
Imagine assembling delicate electronics without ever touching them, or performing surgery with instruments guided by magnetic fields. Contactless manipulation, long relegated to sci-fi, is rapidly becoming a reality. We're not just talking about moving widgets on an assembly line; this tech promises revolutions in fields from medicine to micro-assembly.
The core concept is elegantly simple: use precisely controlled magnetic fields to levitate and manipulate objects. Think of it as an invisible hand, guided by sophisticated algorithms, that can position and orient objects with incredible accuracy, all without physical contact.
Achieving this relies on two critical elements: a cleverly design…
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Title: The Rise of Second-Hand Shopping: How Thrift Stores are Capitalizing on the Black Friday Phenomenon
Introduction
The holiday season is upon us, and with it comes the annual tradition of Black Friday sales. However, this year, thrift stores are joining the fray, offering their own brand of bargains to cash-strapped consumers. As households face tighter budgets, experts anticipate a surge in second-hand shopping, with thrift stores poised to capitalize on the trend.
The Shift to Second-Hand Shopping
In recent years, the retail landscape has undergone a significant transformation. With the rise of e-commerce and changing consumer behavior, traditional brick-and-mortar stores have struggled to stay afloat. Meanwhile, thrift stores have experienced a resurgence in popularity, as consum…
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A post by Sean Boult
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min )
NYDIG’s research head questions how mNAV is used to assess bitcoin treasuries, arguing it masks key risks tied to capital structure and equity dilution.
( 36
min )
The company adopted a bitcoin treasury plan by deploying a strategy inspired by Metaplanet, with 66% shareholder approval, to mitigate negative returns from government bonds.
( 32
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The executive chairman of bitcoin treasury firm Strategy teased a switch from orange dots to green dots in what's become his routine cheeky Sunday X post.
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S&P Global last Wednesday slashed its rating on Tether's USDT stablecoin to its weakest score.
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A sharp market pullback has exposed which BTC-focused public companies can actually execute, and which were never built for volatility.
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The goal of the upgrade is to enable Ethereum to handle the large transaction throughput from the layer-2 chains that use the blockchain as their base layer.
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Enterprises are investing billions of dollars in AI agents and infrastructure to transform business processes. However, we are seeing limited success in real-world applications, often due to the inability of agents to truly understand business data, policies and processes.
While we manage the integrations well with technologies like API management, model context protocol (MCP) and others, having agents truly understand the “meaning” of data in the context of a given businesis a different story. Enterprise data is mostly siloed into disparate systems in structured and unstructured forms and needs to be analyzed with a domain-specific business lens.s
As an example, the term “customer” may refer to a different group of people in a Sales CRM system, compared to a finance system which may use …
The national automaker Perodua has released yet another teaser for its upcoming first-ever electric vehicle (EV). The ongoing series of teasers, shared by the automaker on its social media platforms, has revealed several key insights into the model, including its name: the QV-E. This came to light when the first teaser was released on 21 […]
The post Leak Suggests Perodua’s QV-E Electric Car May Launch On 1 December appeared first on Lowyat.NET.
( 34
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Black Shark has recently unveiled yet another variant to its existing GS3 smartwatch line-up. Now joining the base and Sport model is the all-new GS3 Ultra, which comes with similar offerings but with a reinforced metal frame and four “mechanical-style” buttons, among other things. The Black Shark GS3 Ultra shares the same 1.43-inch circular AMOLED […]
The post Black Shark GS3 Ultra Smartwatch Launches In Malaysia; Priced At RM469 appeared first on Lowyat.NET.
( 34
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If you’ve been following aviation news over the weekend, you might have seen reports about a global “scramble” involving Airbus A320 aircraft. It sounds like the plot of a sci-fi movie: intense solar radiation potentially messing with flight computers. Well, the good news for local flyers is that AirAsia has officially announced they have completed […]
The post AirAsia Completes Mandatory A320 Software “Rollback” Following EASA Solar Radiation Warning appeared first on Lowyat.NET.
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The vivo S50 Pro Mini, which reportedly will be rebranded as the vivo X300 FE for the international market, will soon make its debut in China. Ahead of the upcoming launch, the company has revealed the device’s design, as well as some of its details. In a Weibo post, the brand’s product manager Han Boxiao […]
The post vivo S50 Pro Mini To Feature Horizontal Camera Layout, Snapdragon 8 Gen 5 appeared first on Lowyat.NET.
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// Detect dark theme
var iframe = document.getElementById('tweet-1994902367335313863-224');
if (document.body.className.includes('dark-theme')) {
iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1994902367335313863&theme=dark"
}
Introduction
Have you ever found yourself repeatedly setting up the same Next.js project structure over and over again? Creating new repositories, configuring TypeScript, setting up Tailwind CSS, and establishing your preferred folder structure can be tedious and time-consuming. What if there was a better way?
In this comprehensive guide, I'll walk you through a project I built that solves this exact problem: a Next.js Template Clone Generator. This interactive web application allows developers to quickly create new repositor…
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Nano-Banana Pro: Prompting Guide & Strategies
Guillaume Vernade for Google AI ・ Nov 27
#ai
#gemini
#nanobanana
#promptengineering
( 6
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TL;DR
Cinemasins just dropped a playful “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less” video, poking fun at the movie while showing how their signature sin-count would sound if they were actual demon hunters. They’re loving the film’s wild ride and gave it their usual mix of snark and spot-on observations.
Want more? Hit up their main site or link tree for all the latest, join their Discord/Reddit, fill out a cheeky poll, or support the team on Patreon. You’ll also find shout-outs to the CinemaSins writers, plus Twitter, Insta, TikTok and YouTube channel links to keep that sin train rolling.
Watch on YouTube
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Recently I built an AI-native Model Context Protocol (MCP) server that aggregates financial data from multiple providers, adds intelligent orchestration, and enforces multilingual compliance guardrails.
Here’s the GitHub: https://github.com/kiarashplusplus/FIML
and Docs: https://kiarashplusplus.github.io/FIML/
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I've created a tool to remove watermarks from images.
https://jawuil.dev/remove-watermark
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🔸 1. Introduction
In the previous article, we built the “Lego bricks” of cryptography — pseudo-random generators, one-way functions, and permutations. Those components are not just academic toys; they form the internal mechanics of real encryption systems.
Now it’s time to assemble those bricks into something that actually encrypts data.
Welcome to block ciphers.
A block cipher is a deterministic algorithm that:
takes a fixed-size block of input (e.g. 64 or 128 bits),
mixes it with a secret key,
and outputs another block of the same size that looks completely random.
With the same key, the process is perfectly reversible.
Without the key, the transformation should be indistinguishable from pure randomness.
Block ciphers are used everywhere:
HTTPS, VPNs, banking systems, disk encryption,…
( 11
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The Brain's Visual Resilience: How We Compensate for Imperfections and Blue Light Shapes Our World
Our sense of sight is often taken for granted, yet it's an intricate dance between our eyes and our brain. Far from being a passive receiver of light, the brain actively constructs our visual reality, constantly making adjustments, filling in gaps, and interpreting ambiguous signals. This remarkable adaptability allows us to navigate a complex world, even compensating for subtle visual imperfections we might not even be aware of. But what happens when our brain's interpretations are influenced by specific colors, like blue, leading to fascinating perceptual phenomena? This article delves into the scientific mechanisms behind our brain's visual compensation, explores the profound impact of blu…
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Everything Wrong With The Fantastic Four: First Steps In 20 Minutes or Less is CinemaSins’ speedy sin-count on the new Marvel outing—teasing that it isn’t a total disaster but still every bit as “sintastic” as its MCU siblings.
They pepper the vid with sponsor plugs for BetterHelp, shout out their main site, YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork), Discord and Reddit communities, Insta and TikTok accounts, Patreon support—and roll credits for their writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel.
Watch on YouTube
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This is my sample blog
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I Never Realized This Beatles Song Was Played Like This
Rick breaks down “You Won’t See Me” from Rubber Soul in a casual livestream, pointing out fresh details in the arrangement and performance that might’ve flown under your radar.
He also plugs a Black Friday deal—grab all seven of his music courses for $129 (usually $964) or any single course for $49 through Sunday at 11:59 PM ET.
Watch on YouTube
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If you're using Rive animations in a Flutter app, you may run into a frustrating blocker when uploading your app to Google Play. After Google’s new 16KB page size requirement rolled out, many developers started seeing unexpected build rejections—without any clear explanation.
Recently, developers discovered that the issue comes from Rive’s native library alignment, specifically the librive_text.so file. This post explains the problem, why it happens, and how to fix it with a simple (but breaking) package upgrade.
❗ The Issue: Rive Ships with 4KB Alignment (Not 16KB)
Google Play now requires that all native libraries support 16KB page size alignment for apps targeting Android 15+ and API 34+.
However, some Rive packages (e.g., rive: 0.13.x) include native .so libraries built with 4KB alignm…
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Introduction
Modern veterinary medicine often deals with complex clinical cases that require collaboration among multiple specialists, analysis of heterogeneous data, and the production of clear, personalized action plans. In this context, orchestrating AI agents is a promising solution-provided that data is managed in a structured, transparent, and traceable way.
In this article, we’ll explore in depth an advanced veterinary AI workflow based on OrKa, leveraging structured JSON input to orchestrate virtual specialists, integrate diagnoses, and generate personalized action plans. Special attention will be given to observability and traceability of each execution, thanks to detailed reasoning and structured outputs.
A veterinary clinical case can involve multiple symptoms, a detailed clin…
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Everything Wrong With The Fantastic Four is CinemaSins’ rapid-fire roast of Marvel’s reboot, clocking in under 20 minutes and gleefully tallying every plot hole, odd character beat and CGI hiccup—ultimately branding the film “sintastic” rather than outright bad.
Amid the snark they shout out BetterHelp (for a therapy discount), drop links to their website, social channels, polls and Patreon, and roll credits for their writing team while inviting fans to keep the conversation going on Discord, Reddit, TikTok, Instagram and beyond.
Watch on YouTube
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Hey this Site is awsome , i can write
Code
here easy
( 6
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Modern applications generate thousands of logs every day, but teams still struggle to find issues quickly. Traditional log monitoring often involves searching manually through CloudWatch, jumping between services, and spending valuable time correlating events.
This article explains how LogInSight improves debugging efficiency and how the system works from log ingestion to real-time insights
Centralized Log Visibility
Faster Debugging and Issue Detection
Better Operational Insights
Lightweight and Cost-Efficient
Real-Time Awareness
Log Ingestion from AWS CloudWatch
Retrieves logs in batches
Converts raw streams into structured JSON
Stores processed entries in a local SQLite database
Categorizes logs by service, level, and timestamp
This creates a consolidated log source that is easier to se…
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min )
My favorite thing about @kirodotdev? The Spec-Driven Development.
It completely changed my dev approach. I defined my architecture in .kiro/steering/tech.md, and Kiro generated 90% of my Async FastAPI backend strictly following my patterns. It felt like pair programming with a Principal Architect.
https://github.com/JasonRobertDestiny/MeetSpot
( 6
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Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
Modern businesses process thousands of invoices, but many still rely on manual entry. This slows down operations, introduces errors, and hides important sales trends. The Smart Invoice Analyzer solves these problems by automatically extracting invoice data, organizing it into meaningful structures, forecasting next month’s demand, and presenting insights through a clear, interactive dashboard.
This article shows how the system improves business efficiency and walks through the workflow from invoice upload to final prediction.
Faster and More Accurate Invoice Processing
Clear Visibility Into Monthly Sales Trends
Smarter Inventory and Procurement Planning
Better Decision Making Across Departments
Uploading Invoices
Extracts the files
Reads each invoice
Identifies key fields
Processes everyth…
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This is a submission for the Xano AI-Powered Backend Challenge: Full-Stack, AI-First Application
I built MindCareAI - a production-ready full-stack mental health diagnosis platform that leverages AI-powered backend logic to provide users with instant mental health assessments and personalized recommendations. The application combines a React frontend with a robust Xano backend that processes complex diagnostic flows, manages user data securely, and integrates with AI models to deliver actionable mental health insights.
The problem? Mental health support is crucial, but accessing quality diagnostics is often expensive, time-consuming, and inaccessible to many. MindCareAI solves this by providing instant, evidence-based mental health assessments that users can access anytime, from anywhere.
…
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A post by Monday Nwakpu
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Readmore...
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The Tiny Engineering Challenge: Why Smartwatch Firmware Failures Are a Data Recovery Nightmare
For a developer, this tiny hardware represents a massive challenge: What happens to user data when the firmware fails, or the main board dies?
Unlike a phone or laptop where storage chips are relatively accessible, smartwatch components are often soldered directly onto layers of flexible circuits. This makes data retrieval—and even simple repair—a true engineering puzzle.
Section 1: The Firmware-Hardware Death Spiral
Corrupted Storage: Continuous sensor data logging (heart rate, steps, sleep) constantly writes data to the tiny internal storage. If the watch runs out of power abruptly or if a minor voltage fluctuation occurs, the firmware can corrupt the boot sector or the health data partition.
T…
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Postman acaba de lançar o AI Agent Builder, uma plataforma que conecta APIs e IA de forma nativa e reduz drasticamente o tempo entre ideia, protótipo e produção.
O diferencial é a integração total: descoberta de APIs, ferramentas MCP, orquestração, testes e execução.
É um ambiente completo para criar agentes realmente úteis — muito além de simples chatbots.
Porque desenvolvedores agora podem transformar qualquer API em uma ferramenta plugável para IA, criando agentes com autonomia real e integração com sistemas existentes.
Publicação completa aqui:
👉 LinkedIn – Postman AI Agent Builder
( 6
min )
Check out this Pen I made!
( 5
min )
PayPal Checkout in 2025: Who Has Actually Fixed These Two Classic Issues? 😅😭🪦
Hey everyone,
I’m building a clean, modern PayPal checkout and I’m down to the last two annoying (but very old) problems that still exist in 2025. I know I’m not the only one who’s seen these.
The about:blank white flash
When the user clicks the PayPal button → a blank popup opens with about:blank in the address bar → 1–4 seconds of pure white screen before PayPal loads.
On desktop it looks broken and hurts conversions badly.
The popup never closes automatically after payment
Desktop → PayPal window stays open forever (user has to close it manually)
Mobile → user is sent back to paypal.com and has to press Back themselves → most people get confused and abandon
Custom window.open() with my own branded…
( 14
min )
Check out this Pen I made!
( 5
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins rolls out a rapid-fire romp through the movie “KPop Demon Hunters,” tallying up every plot hiccup and cringe-worthy moment in just 16 minutes. They’re also shouting out their main site, YouTube channels, a fun poll, and a Patreon link to keep the sin engine running.
The credits list Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel (with all their social handles), plus invites to join the community on Discord, Reddit, Instagram, TikTok—and even snag Jeremy’s book for extra sinspiration.
Watch on YouTube
( 6
min )
Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less is CinemaSins’ latest “sins” video, playfully declaring the new Fantastic Four film “sintastic” without calling it a total disaster. They kick things off with a plug for BetterHelp therapy (and a discount link) before diving into their trademark nitpicking.
Beyond the video itself, CinemaSins wants you to explore their world—visit cinemasins.com, hit up their YouTube channels (@TVSins, @commercialsins, @CinemaSinsPodcastNetwork), fill out a quick poll, and maybe throw some support their way on Patreon. You’ll also find links to Discord, Reddit, Instagram, TikTok and a shout-out to Jeremy’s book, plus writers’ social handles if you fancy a follow.
Watch on YouTube
( 6
min )
Xiaofei Li @ AWS Amarathon 2025
The year 2025 is known as the "Year One of AI Agents," and it's just two months away.
Users have already developed their own AI Agents.
Programming agents are a type of AI agent.
AI agents are various "smart-looking applications" that utilize AI.
Examples include: meeting minutes agents, interview preparation agents, and programming agents.
Characteristics of "AI Agents" in the LLM era:
Role profiling: can define roles or personalities, achieving personalized behavior and responses.
Planning and reflection: to achieve goals, agents can formulate plans and make adjustments based on execution results.
Long-term memory: can retain long-term interaction information or experiences like humans.
Tool execution: can not only generate text but also cal…
( 11
min )
Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less
CinemaSins serves up its trademark snark in a 20-minute breakdown of The Fantastic Four, pointing out every hiccup, plot hole and “sintastic” moment—complete with a shout-out to BetterHelp if the criticism hits a little too close to home.
The video description also plugs CinemaSins’ main site, YouTube channels, socials, a quick poll, Patreon support and a full list of writers and community links for die-hard sin-collectors.
Watch on YouTube
( 6
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This answers it—with real code and real ethics.
When I launched Pain Tracker, the feedback from trauma survivors hit me like a truck:
"Okay, but how does it detect a crisis... without sending my data somewhere?"
They weren't being paranoid. They were being smart. Most "wellness" apps that claim to detect distress? They're basically digital stalkers—harvesting your biometrics, tracking where you go, sending everything to some server farm for "analysis." For people who've already had their privacy violated, that's not healthcare—it's re-traumatization.
So I built something that felt impossible: a crisis-detection engine that runs entirely in your browser, keeps everything encrypted on your device, and never phones home.
Here's the messy, technical truth of how it actually works.
Pain Tracker…
( 11
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
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Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 6
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Why AI Infrastructure Startups Are the Real Gold Rush
Jaideep Parashar ・ Nov 29
#ai
#buildinpublic
#development
#webdev
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React Server Components vs. Server-Side Rendering: what’s really happening under the hood
( 5
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Resumen
Este artículo sustenta que la accesibilidad tipográfica para personas con dislexia en entornos digitales no se logra mediante la adopción de una "fuente mágica" (p. ej. OpenDyslexic), sino a través de un conjunto de decisiones de diseño sistemáticas: tipografías sans‑serif estándar bien configuradas, espaciado cuidadosamente ajustado, contraste cromático moderado, alineación no justificada y, sobre todo, amplias opciones de personalización por parte del usuario.
Se argumenta que la teoría del déficit fonológico, complementada por la evidencia sobre alteraciones magnocelulares y de "temporal sampling", ofrece el marco neurocognitivo más sólido para entender la dislexia; sin embargo, estos déficits se expresan en la interfaz a través de fenómenos como el crowding visual, la sensibi…
( 18
min )
Title: Amundi Pioneers Blockchain-Based Fund Distribution with Launch of Tokenized Money Market Fund on Ethereum
Introduction
The adoption of blockchain technology in the financial sector has been gaining momentum in recent years, with a growing number of institutions exploring its potential for secure, transparent, and efficient fund distribution. In a significant development, Amundi, Europe's largest asset manager, has launched its first tokenized share class on Ethereum, marking a major milestone in the continent's shift toward blockchain-based fund distribution.
A Major Step in Blockchain Adoption
Amundi's decision to launch a tokenized money market fund on Ethereum underscores the rapid growth of this emerging asset class. Tokenized money market funds offer investors a new way to ac…
( 7
min )
Check out this Pen I made!
( 5
min )
The firm's US-listed spot bitcoin ETF IBIT, launched in January 2024, reached $70 billion in assets in record time and has generated hundreds of millions in fees.
( 32
min )
Denis Dariotis, the youthful founder and CEO of cryptocurrency-focused trading software firm GoQuant, talks about building a billion-dollar-a-day trading startup during his formative years.
( 35
min )
Phong Le says Strategy has no near-term debt maturity risk and plans to continue using convertibles and equity to grow its bitcoin position over time.
( 35
min )
A new reporting system, DeCripto, will be introduced in July 2025 to track crypto transactions.
( 32
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JBL has announced its latest additions to the PartyBox speaker series for the Malaysian market. The new lineup, which comprises the PartyBox 520 and Encore 2, brings together upgraded hardware and software features, including JBL Pro Sound and AI Sound Boost. Several features are shared across the two newly launched models. Bluetooth 5.4 with LE […]
The post JBL Introduces New PartyBox Lineup In Malaysia; Starts From RM2,099 appeared first on Lowyat.NET.
( 34
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Bermaz Auto and Kia have mutually agreed to end their distribution partnership, which began in April 2021. Following this decision, Kia announced that it will establish its own direct presence in the Malaysian market starting 1 January 2026. For the past four years, Bermaz Auto, through its subsidiary Dinamikjaya Motors Sdn Bhd, served as the […]
The post Kia Ends Bermaz Auto Partnership And Prepares Direct Malaysian Operations For 2026 appeared first on Lowyat.NET.
( 35
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The ASUS ExpertBook serves as the brand’s business-focused range. Among the products in this lineup, the P5 is meant for those who want a portable powerhouse for productivity purposes. After spending some time with the laptop for work (and admittedly for play), it’s safe to say that it’s a pretty reliable workhorse. It does what […]
The post ASUS ExpertBook P5 Lightning Review: Mostly All Business appeared first on Lowyat.NET.
( 38
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Earlier this week, Huawei unveiled its newest book-style foldable in its home market. Shortly after the China launch of the Mate X7, the company revealed that it will be releasing the smartphone globally. Through its official social media accounts, Huawei announced that it will host a “Flagship Product Launch” in Dubai on 11 December 2025. […]
The post Huawei Mate X7 Global Debut Slated For 11 December 2025 appeared first on Lowyat.NET.
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I’m 19. No team. No VC funding. Just me and a laptop.
Last week reality hit me hard. I applied to 127 jobs and got 0 interviews. I know I'm a solid dev, so I figured something was broken technically.
I dug into the parsing logic of legacy ATS systems like Workday and Taleo. Turns out my "modern" resume was being read as total gibberish because I used columns.
I wanted to build a tool to fix this for everyone else. Usually building a full SaaS takes months. I gave myself 4 days.
Here is how I built InterviewGhost.us by acting as the Architect and using AI as my engineering team.
The Stack
Frontend: Next.js + Tailwind. I iterated this via Claude 3.5 Sonnet using "Linear-style" design tokens.
Backend: Node.js + Puppeteer. Used this for the forensic PDF generation.
Logic: DeepSeek-V3. Used it …
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Last week, a customer emailed asking if my store was "still in business" because the account dashboard looked "kind of abandoned." That stung. I'd spent $2,000 on a custom theme and countless hours perfecting the product pages, but the moment customers logged into their account, they saw what basically looked like a WordPress admin panel from 2012.
The worst part? I knew it was bad. I'd been ignoring it for months.
If you're running a WooCommerce store and feeling that same embarrassment every time you think about your account dashboard, this tutorial is for you. I'm going to show you exactly how I transformed mine in under 30 minutes without writing any PHP, editing any template files, or risking a single "white screen of death."
Before we get into the fix, let's talk about why this matte…
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Most .NET developers first meet ASP.NET Core attribute routing in a happy path like this:
[ApiController]
[Route("api/[controller]")]
public class CategoriesController : ControllerBase
{
[HttpGet("{id:int}", Name = "GetCategory")]
public IActionResult GetCategory(int id) { ... }
}
Hit F5, the app runs, CreatedAtRoute("GetCategory", ...) works, and everything feels good.
Then one day you add API versioning and suddenly your app dies on startup with something like:
Attribute routes with the same name 'GetCategory' must have the same template
This post will walk you through:
What this error really means.
Why it appears as soon as you start versioning controllers.
Three clean ways to fix it (including when each one makes sense architecturally).
How to design versioned routes and route…
( 12
min )
Subscriptions power modern SaaS apps, but integrating payment providers like Stripe requires handling webhooks reliably. In a recent commit to the CommitLore backend, I implemented a full subscription system using Stripe. The standout technical choice was ensuring idempotent webhook processing to avoid duplicate updates during retries or failures.
This approach uses a dedicated webhook_events table to track Stripe events and optimistic locking on the subscriptions table to prevent race conditions. It's a practical pattern for any NestJS app dealing with external async events. Let's break it down.
Stripe webhooks notify your server of events like subscription upgrades, cancellations, or payment failures. But networks are unreliable—events can arrive multiple times, out of order, or during d…
( 8
min )
TL;DR
CinemaSins has dropped their grand finale “Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less,” roasting Tom Cruise’s death-defying stunts and poking fun at how the series “maybe lost its way” in the last couple of films.
They also plug their site, poll, Patreon and social channels (YouTube, Twitter, Instagram, TikTok, Discord, Reddit), plus shout out their writers and even Jeremy’s new book—so you can keep the sins coming long after the credits roll.
Watch on YouTube
( 6
min )
Hello fellow front-end engineers!
These overly complex components—the "God Components"—violate the fundamental principle of Single Responsibility. They handle too much state, too much logic, and too many concerns. This leads to codebases that are frustrating to work with, slow to test, and expensive to maintain.
The Component Responsibility Score (CRS) is a custom, data-driven metric used to quantify how complex and overly scoped a front-end component is. It acts as a health check for component architecture, providing an objective number that signals when a component must be broken down.
The goal is simple:
The beauty of the CRS is that it focuses on structural and logical properties, not specific API calls (like useState vs. data()). This makes it universally applicable.
The Four Pillars…
( 8
min )
Liquid syntax error: Variable '{{% raw %}' was not properly terminated with regexp: /\}\}/
( 6
min )
What is Elixir Script Mode?
Elixir Script Mode refers to an early and lesser-used execution style of Elixir where the language could be written and executed like a scripting language rather than as part of a compiled OTP project structure. Instead of working inside Mix projects or OTP application design, Script Mode allowed direct execution of .exs files, similar to how Python or Ruby scripts run.
This mode existed mainly for experimentation, rapid prototyping, tooling demos, and small automation tasks. While still supported, it never became the primary style of using Elixir, especially once the language standardised around Mix, Phoenix, and OTP-minded architecture.
Language Type: Functional scripting (Elixir runtime)
Era: Early ecosystem phase (~2014–2017 emphasis)
Execution Model: In…
( 7
min )
Summary
Cinema Sins takes on Fantastic Four in a rapid-fire “Everything Wrong With…” video, clocking in at under 20 minutes and delivering their usual blend of snarky quips and pointed “sins.” They even joke that the film is just as “sintastic” as any other Marvel outing.
Alongside the video, they plug BetterHelp therapy discounts, showcase their website and YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork), and invite fans to fill out a poll, support them on Patreon, and follow the writers and social-media handles listed.
Watch on YouTube
( 6
min )
Sebagai developer, kita menghabiskan 90% waktu hidup kita di dalam terminal, IDE, dan browser. Kita membangun produk yang hidup di cloud dan diakses lewat layar. Rasanya, dunia fisik (kertas, tinta, cetakan) itu teknologi kuno, legacy code dari masa lalu.
Tapi, coba lihat bagian belakang laptop rekan kerja Anda di coworking space atau konferensi tech. Penuh stiker, kan? Logo Golang, Docker, GitHub, atau stiker startup tempat mereka bekerja.
Di sinilah ironinya: Di dunia yang paling digital sekalipun, validasi sosial dan branding kita sangat bergantung pada objek fisik.
Artikel ini bukan tentang kembali ke zaman batu, tapi tentang melengkapi Tech Stack Anda dengan Physical Stack. Mengapa? Karena networking terjadi di dunia nyata, dan impresi pertama seringkali terjadi secara offline.
Bagi d…
( 8
min )
https://engtoolshub.com/tools/random-data-generator
Every developer needs mock data. Whether you're testing a form, seeding a database, or demoing a feature — you need realistic fake data, fast.
Names, emails, usernames
Why it's different:
🔗 Try it:
https://engtoolshub.com/tools/random-data-generator
Part of EngToolsHub — 47+ free browser-based developer tools.
What data types would you like to see added? Drop a comment! 👇
( 6
min )
What do the terms identity, AI, workload, access, SPIFFE, and secrets all have in common? These were the most common words used at CyberArk's Workload Identity Day Zero in Atlanta ahead of KubeCon 2025.
Across an evening full of talks and hallway conversations, the conversation kept coming back to the fact that we have built our infrastructures, tools, and standards around humans, then quietly handed the keys to a fast-multiplying universe of non-human identities (NHIs). However, the evening didn't dwell on what we have gotten wrong, but instead on what we are getting right as we look towards a brighter future of workload identity.
Every speaker discussed what has happened so far and how we have reached the state in which so many companies find themselves. These workload identities, in t…
( 10
min )
In 2025, Laravel continues to evolve — and with version 12, it makes building modern, full-stack applications even easier by embracing frontend-first tooling. In this post we’ll explore what’s new in Laravel 12, how it works with shadcn/ui, and why combining them can give you a powerful, clean, and highly customizable developer experience.
( 6
min )
How we're adding hardware security to a formally verified 2 of 3 consensus system across Arbitrum, Solana, and TON. 78 Lean proofs. Zero external dependencies.
I've spent 3 years building Trinity Protocol a 2 of 3 multi-chain consensus system that distributes trust across Arbitrum, Solana, and TON. When a community member suggested adding Trusted Execution Environments (TEE), I researched the options:
Oasis ROFL: $100-150/month, vendor lock-in
Cloud TEE (Azure, GCP): $200-300/month, external dependency
Phala Network: Third-party infrastructure
None of these fit our philosophy. We've built everything in-house: 12 Arbitrum contracts, 3 Solana programs, 3 TON contracts, and 78 Lean 4 theorem statements. Why would we outsource our hardware security layer?
So we're building Trinity Shield™ our…
( 9
min )
Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less is CinemaSins’ latest roast of Tom Cruise’s high-octane franchise finale, poking fun at every gravity-defying stunt and plot hitch. They admit the series still rocks, but the last couple of films have wandered off course—so buckle up for some delicious nitpicking.
For more sinful takes, you can explore their website, join the conversation on Discord and Reddit, cast your vote in their poll, and even support the small CinemaSins team on Patreon. Don’t forget to follow writers like Jeremy, Chris and Aaron on Twitter for extra behind-the-scenes mischief.
Watch on YouTube
( 6
min )
Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less
Cinemasins dishes out a rapid-fire roast of the new Fantastic Four flick—nothing earth-shattering, but just as “sintastic” as any other Marvel outing. They even squeeze it all into 20 minutes or less, with a cheeky nod to their sponsor BetterHelp (grab a therapy discount if you need it).
Want more cinematic sinning? Head over to cinemasins.com or follow @CinemaSins on YouTube, TikTok, Instagram and Twitter. They’ve also got a sinister poll, a Patreon for extra content, plus Discord and Reddit communities. Don’t forget to stalk their writers—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—on social media for your daily dose of movie nitpicks.
Watch on YouTube
( 6
min )
If a variable has more than 30% missing values, I treat it carefully because that much missing information can weaken the model. First, I try to understand the cause: is it random, system-driven, or does it follow some pattern? Knowing this helps me decide if the feature is still useful.
If the column doesn’t provide strong value, the safest choice is to drop it. For important variables, I look at different imputation methods. Numeric fields might use median or interpolation, while categorical fields can use mode. If the feature is valuable but tricky, I may use advanced methods like KNN imputation or model-based imputation to estimate missing values.
Sometimes missing values are meaningful on their own, for example, “not filled because user didn’t use the feature.” In those cases, I keep the column and also create a separate flag like “is_missing” to capture that information.
The goal is to keep the dataset balanced, clean, and meaningful without forcing incomplete or low-quality data into the modeling process.
( 6
min )
AlphaFold et confidentialité des chatbots : quand la biologie computationnelle rencontre la vie privée
AlphaFold et confidentialité des chatbots (AlphaFold, prédiction de structures protéiques) s'imposent désormais au cœur des débats technologiques. Alors que l'intelligence artificielle gagne en puissance, les innovations comme AlphaFold fascinent et inquiètent. De plus, les chatbots compagnons collectent des données sensibles, parfois sans transparence. Par conséquent, les risques de fuite ou de mauvaise utilisation augmentent.
Cependant, l'enjeu n'est pas uniquement technique mais aussi éthique. En effet, combiner modèles biologiques et agents conversationnels soulève des questions de sécurité des données. Cela concerne aussi la propriété intellectuelle et le consentement. Ainsi, cet a…
( 11
min )
MAWA💻 - The programming language of the future
Samuel Leonardo ・ Oct 20
#programming
#beginners
#webdev
#codenewbie
( 9
min )
Over the last week, three of the biggest coding-focused AI models dropped almost back to back:
Claude Opus 4.5
GPT-5.1
Gemini 3.0 Pro
Everyone has been posting charts, benchmarks, and SWE-bench numbers. Those do not tell me much about how these models behave when dropped into a real codebase with real constraints, real logs, real edge cases, and real integrations.
So I decided to test them in my own system.
I took the exact same two engineering problems from my observability platform and asked each model to implement them directly inside my repository. No special prep, no fine-tuning, no scaffolding. Just: "Here is the context. Build it."
This is what happened.
TL;DR — Quick Results
Model
Total Cost
Time
What It's Good For
Gemini 3 Pro
$0.25
Fastest (~5–6m)
Fast prototyping, creativ…
( 9
min )
🚀 From Scattered Scripts to Product Hunt Launch: My Journey Building the Professional Automation Toolkit
🌱 The Beginning
Six months ago, I was staring at a folder full of chaos: 30+ automation scripts scattered across directories.
They were useful in isolation, but together they felt like nonsense—no consistent CLI patterns, no error handling, no documentation, and no way to chain them into something bigger.
I knew there was potential, but I didn’t know how to turn it into a product.
Instead of abandoning the work, I decided to treat it like a professional system.
Every script became part of a larger architecture:
6 production‑ready tools: Cookie Analysis Suite, Video Enhancement Suite, PathPulse, Windows Feature Manager, Web Automation Framework, ADB Automation Framew…
( 7
min )
TL;DR
CinemaSins just unleashed “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a cheeky rundown of every nitpick in the movie. The usual suspects (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel) sling their sin counters and witty quips, making this one of their most fun videos yet.
Want more? Swing by cinemasins.com, hit up their Linktree for all the socials, join their Discord or Reddit, take the sinful poll, and consider backing them on Patreon for extra behind-the-scenes goodness.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins just dropped “Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less,” poking fun at every tiny flaw while still admitting the movie isn’t totally awful. They’re keeping things “sintastic” with a BetterHelp therapy plug for anyone who needs it and a cheeky nod to comic-book nitpicking.
In true CinemaSins fashion, they’ve loaded up on promo links—website, YouTube spinoffs (TVSins, CommercialSins, the podcast network), linktree for updates, a (sinful) audience poll, and a Patreon pitch. Plus, you get a shout-out to all the writers and a grab bag of community hangouts (Discord, Reddit, Instagram, TikTok) for the die-hard nitpickers.
Watch on YouTube
( 6
min )
TL;DR
Disney’s golden streak has hit a rough patch—blockbusters like Marvel and Star Wars aren’t connecting, and new originals like Wish and Elio are barely making a ripple. But hey, Disney’s always had its flops, so to celebrate the glorious trainwrecks, we’re rolling out a mini-series on four epic live-action disasters.
First up: 2010’s The Sorcerer’s Apprentice—nickelodeon-style magic, Nicolas Cage going full Cage and, uh, a giant bird? It’s the Caravan of Garbage kickoff you never knew you needed.
Watch on YouTube
( 6
min )
Deploying a new Lambda code to your AWS environment shouldn’t be stressful at all, but for some teams, it is. If you ever pushed a quick fix to production and straight away went to CloudWatch logs to see if the Lambda is failing, you know the feeling. When updating the Lambda code, it happens instantly. If there is a bug in the new code, every user feels it straight away.
That’s why tools like Lambda Versions, Aliases and Canary Deployments come in. When used correctly, they give you a way of rolling out new code changes gradually, observing the impact and automatically starting the roll back process if something happens.
No downtime. No fire drills. No late-night debugging sessions.
In this guide, you'll learn:
What Lambda versions and aliases actually do
How traffic routing works
How Cod…
( 10
min )
TL;DR
CinemaSins tears into Fantastic Four: First Steps in their signature “Everything Wrong With…” style—calling it “sintastic” despite not being the worst Marvel flick—and dishes out snarky quibbles in under 20 minutes.
They also plug their sponsor BetterHelp, link to all their channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork), invite you to take a quick poll, back them on Patreon, and follow their writers and community on Discord, Reddit, Instagram, and TikTok.
Watch on YouTube
( 6
min )
Picture this: middle of a release, 40+ refurbished dev boxes suddenly screaming “Your Windows license will expire soon.” Remote devs locked out, deadline breathing down our necks.
Click here to read
Anyone else secretly using MAR licenses yet? Feels like cheating… but it’s 100% legal.
( 6
min )
Learn how to diagnose, troubleshoot, and repair Android smartphones with hands-on practical training. From software fixes to advanced hardware repair, this course gives you all the skills needed to become a professional technician. Perfect for beginners and those looking to upgrade their expertise. 📱✨
Call now: 9212522522
https://www.hitechinstitute.in/
Watch now :
( 6
min )
Looking for a practical way to improve your SQL skills? Check out https://www.sql-practice.online/ — a free platform with 60+ interactive SQL exercises based on realistic business data (HR, E-commerce, School). Write and validate queries online, track your progress, and prepare for technical interviews. Perfect for learners, developers, and anyone who wants to master SQL through hands-on practice. No signup needed.
( 6
min )
TL;DR
CinemaSins just dropped “Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less,” where they jokingly tear into the new Fantastic Four movie—sponsor shout-out to BetterHelp included—and rack up their usual sins, even if the film “wasn’t bad.”
They round out the vid by plugging their main site, YouTube spinoffs (@TVSins, @commercialsins, @cinemasinspodcastnetwork), a sinful poll, Patreon support, and a slew of community links (Discord, Reddit, Instagram, TikTok)—plus full writer credits for those curious who’s behind the jokes.
Watch on YouTube
( 6
min )
John Carter – Caravan Of Garbage
Modern Disney’s golden run is stumbling: even Marvel and Star Wars sequels aren’t hitting anymore, and new originals like Wish and Elio barely register.
Caravan Of Garbage is here to celebrate the House of Mouse’s historic faceplants—four massive live-action disasters in four weeks. First up: Nic Cage’s 2010 misfire, The Sorcerer’s Apprentice.
Watch on YouTube
( 6
min )
The Problem: "Vanity Metrics" in the Public Sector
Governments love big numbers.
"Total budget: $100M!" "Cumulative users: 30,000!"
In the startup world, we call these "Vanity Metrics"—numbers that look good on paper but mean nothing in reality. They often hide the denominator (population or actual needs) to create an illusion of success.
I live in Kashiwa City, Japan. Recently, the city proudly announced "3,000 users!" for a new app project. It sounded impressive until I ran a simple calculation:
City Population: 430,000
Penetration Rate: 0.7%
It wasn't a success. It was a statistical error.
I developed a logic called SBCM. It normalizes huge, vague numbers into a "Standard Block"—the capacity of a single average municipality.
Instead of looking at the raw number ($V$), we calculate the…
( 8
min )
From Hype to Impact: What AI-First Really Means
Jaideep Parashar ・ Nov 28
#ai
#architecture
#api
#nocode
( 7
min )
This faceless AI video course offers a 10-minute live Shorts workflow that eliminates editing, scripting, and device restrictions. It speeds up production, reduces startup costs, and transitions creators from unstable RPM Shorts to email-based revenue. The system supports beginners, channel owners, and anonymous creators through rapid acquisition, multi-niche testing, and first-list monetization. Strengths include speed, cost-effectiveness, and repeatable faceless output; limited focus on long-term stability and format dependency.
here]
( 6
min )
In “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” CinemaSins delivers a rapid-fire roast of the new K-pop action flick, piling on signature jokes and playful nitpicks. Along the way they drop links to their main site, YouTube channels (like @TVSins and @CommercialSins), a fan poll, and a Patreon invite for anyone who wants to support the sin squad.
Credits go to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel, and you’re encouraged to keep the conversation going on Discord and Reddit or catch more sins on Instagram, TikTok—and even Jeremy’s new book.
Watch on YouTube
( 6
min )
CinemaSins just dropped “Everything Wrong With Mission: Impossible – The Final Reckoning,” a 27-minute roast of Cruise’s latest globe-trotting, death-defying stunts—all while poking fun at how this franchise might’ve lost its magic. Expect snappy jokes, a running “sin” counter, and plenty of eye-roll moments.
Hungry for more sinful fun? Hit up cinemasins.com or their Linktree to fill out polls, support them on Patreon, and join the party on Discord, Reddit, TikTok, Instagram—and see which sin-spotting heroes (like Jeremy, Chris, Aaron, and the rest) cooked up this takedown.
Watch on YouTube
( 6
min )
Disney’s in a slump — Marvel and Star Wars aren’t sticking the landing, and new releases Wish and Elio barely made a ripple. But of course, Disney’s had its flop phases before, and over the next few weeks The Weekly Planet is digging into four of their biggest live-action disasters on Caravan of Garbage.
First up: 2010’s The Sorcerer’s Apprentice. Picture Nicolas Cage, a dash of magic, an inexplicable giant bird and a whole lot of “what was I watching again?” nostalgia. Buckle up for a playful roast of this long-forgotten misfire.
Watch on YouTube
( 6
min )
Una metodología reproducible para generar software real, limpio y escalable usando agentes LLM orquestados por documentos FRD formales.
`
Introducción
En los últimos meses he estado aplicando un enfoque de desarrollo basado en FRDs (Functional Requirements Documents) orquestados con apoyo de Inteligencia Artificial para construir backends modernos, limpios y escalables. Este método me permitió crear un backend completo —con CRUD, base de datos, autenticación JWT, migraciones y pruebas unitarias— sin caos, sin improvisación y con código limpio desde el primer commit.
Algo importante que descubrí durante este proceso es que comencé usando un FRD gigante, un documento único donde describía todas las fases (boilerplate, base de datos, autenticación, pruebas, etc.). Aunque el docume…
( 9
min )
look at this problem suggest in any solution
Link
( 6
min )
A post by Ese-Osarumen Efesomwan
( 6
min )
Introduction
Hello! I’m a developer who is frantically building plugins to make Neovim the most comfortable environment for Unreal Engine development.
My goal is to make Neovim function just like a full-fledged IDE (like Rider or Visual Studio) for UE5.
tree-sitter-unreal-cpp
This step is mandatory to use the new features.
For features like AActor class analysis, the Symbols View, and the new Goto Super (described below) to work correctly, please overwrite your plugin config with the following settings (The Wiki has also been updated):
{
'nvim-treesitter/nvim-treesitter',
branch = "main",
config = function(_, opts)
vim.api.nvim_create_autocmd('User', { pattern = 'TSUpdate',
callback = function()
local parsers = require('nvim-treesitter.parsers')
…
( 9
min )
How Subtle UI Details Make Your Design Stand Out. Practical Techniques for Modern Interfaces
Introduction
Most UI layouts today are clean, responsive, and technically sound, but they often lack something crucial: personality.
In this article, I’ll show how small aesthetic decisions, like parallax depth, environmental motion, soft textures, and micro-details can make a website feel alive. I’ll use my own portfolio as the example, breaking down exactly how I implemented each detail and why it works.
Choosing a Primary UI Concept and Its Supporting Details
So how do you actually do that?
You start small, you think to yourself, "What am I buiding? What am I trying to portray?"
With this picture in mind you can now start deciding which theme will be your main focus and which will…
( 9
min )
Breaking Down the Cost of Healthcare: Medicare Beneficiaries to Reap Benefits from Falling Drug Prices
The rising cost of prescription medications has been a pressing concern for many Americans, particularly those relying on Medicare for their healthcare coverage. For years, the prices of certain medications have continued to soar, leaving many individuals struggling to afford the treatments they need. However, a recent development is set to bring some much-needed relief to Medicare beneficiaries.
A Glimmer of Hope: Discounts on GLP-1 Medications
In a significant move, Novo Nordisk, the manufacturer of GLP-1 medications such as Ozempic, has announced that prices for these treatments will be falling sharply in 2027. This news is particularly welcome for Medicare beneficiaries, who have lo…
( 7
min )
Agent memory remains a problem that enterprises want to fix, as agents forget some instructions or conversations the longer they run.
Anthropic believes it has solved this issue for its Claude Agent SDK, developing a two-fold solution that allows an agent to work across different context windows.
“The core challenge of long-running agents is that they must work in discrete sessions, and each new session begins with no memory of what came before,” Anthropic wrote in a blog post. “Because context windows are limited, and because most complex projects cannot be completed within a single window, agents need a way to bridge the gap between coding sessions.”
Anthropic engineers proposed a two-fold approach for its Agent SDK: An initializer agent to set up the environment, and a coding agent to …
Researchers at the University of Science and Technology of China have developed a new reinforcement learning (RL) framework that helps train large language models (LLMs) for complex agentic tasks beyond well-defined problems such as math and coding.
Their framework, Agent-R1, is compatible with popular RL algorithms and shows considerable improvement on reasoning tasks that require multiple retrieval stages and multi-turn interactions with tools.
The framework is built on a redefinition of the RL paradigm that takes into account the dynamic nature of agentic applications that require interacting with evolving environments and imperfect information. This framing is much more similar to real-world applications and can have important uses for agentic tasks in enterprise settings.
Rethinking…
Today Quincy Larson interviews Andrea Griffiths, who taught herself programming using freeCodeCamp while working in construction. She moved to the US from Colombia when she was 17, and within 6 months she joined the US Army. She ran a chain of gyms b...
( 5
min )
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What we still don’t know about weight-loss drugs Weight-loss drugs have been back in the news this week. First, we heard that Eli Lilly, the company behind Mounjaro and Zepbound, became the first…
( 22
min )
Weight-loss drugs have been back in the news this week. First, we heard that Eli Lilly, the company behind the drugs Mounjaro and Zepbound, became the first healthcare company in the world to achieve a trillion-dollar valuation. Those two drugs, which are prescribed for diabetes and obesity respectively, are generating billions of dollars in revenue for…
( 24
min )
Sarawak’s homegrown digital identity platform, SarawakPass, is set to be linked with the federal MyDigital ID system as part of a push toward a seamless national digital identification ecosystem. The move follows a memorandum of understanding (MOU) signed today on 28 November 2025 between the state’s government and the National Cyber Security Agency (Nacsa). State […]
The post SarawakPass To Be Integrated With MyDigital ID In 2026 appeared first on Lowyat.NET.
( 34
min )
The ongoing global memory shortage appears to be hitting a new and unexpected victim: NVIDIA. The company has benefited massively from the AI boom, but a fresh set of rumours suggests it might now be feeling the squeeze from the very demand surge it helped drive. According to leaker Golden Pig Upgrade on Weibo, NVIDIA […]
The post NVIDIA Rumoured To Stop Supplying VRAM With GPUs Amid Global Memory Shortage appeared first on Lowyat.NET.
( 36
min )
It’s not an understatement to say that AMD’s 3D V-Cache technology has been a critical success and massive hit amongst gamers, the news of them committing seppuku on specific motherboard brands notwithstanding. Intel has clearly been feeling the sting of this, which is probably why there are now rumours of the brand making Nova Lake […]
The post Intel Rumoured To Have Four Nova Lake CPUs With 144MB Of bLLC Cache appeared first on Lowyat.NET.
( 34
min )
Last week, Google announced that it has added support for AirDrop to Quick Share, allowing for Android and iOS users to seamlessly transfer files. However, Pixel 10 users have quickly discovered a problem with the feature. More specifically, their devices would lose WiFi connectivity. On Google’s support forum, user JayMZ reported that after updating to […]
The post AirDrop-Supported Quick Share Breaks WiFi On Pixel 10 Devices appeared first on Lowyat.NET.
( 33
min )
The Road Transport Department (JPJ) has announced a major update to the login method for the MyJPJ platform. Starting 1 February 2026, all users aged 18 and above will be required to sign in via MyDigital ID. This transition will phase out the existing username-and-password login option for adult users. According to the department, the […]
The post JPJ: MyDigital ID To Be Sole Login Method On App Starting February 2026 appeared first on Lowyat.NET.
( 34
min )
Johor’s emergence as the nation’s data centre hub has taken a toll on the state’s water supply. Amid such concerns, the Johor government has declared that it will no longer approve Tier 1 and Tier 2 data centres. These data centres are categorised as high water users, guzzling roughly 200 times more water than Tier […]
The post No More Approvals For Tier 1 And Tier 2 Data Centres In Johor appeared first on Lowyat.NET.
( 35
min )
Samsung Pay now works with a broad network of e-commerce merchants in Malaysia, including Samsung’s own online store. Samsung enabled this through a collaboration with payment service provider Fiuu. The move aims to push Samsung’s wallet feature beyond walk-in stores and deeper into the fast-growing online shopping space, with Fiuu powering the backend that makes […]
The post Samsung Pay Now Works For Online Purchases In Malaysia appeared first on Lowyat.NET.
( 34
min )
The Malaysian Highway Authority (LLM) has recently launched its answer to Waze and Google Maps. Developed in collaboration with Prosignal Consortium Sdn Bhd, the TuJu Highway Navigation App is available for download via the Apple App Store and the Google Play Store. As with any navigation app, TuJu comes with the usual fare of features. […]
The post LLM Debuts TuJu Highway Navigation App With Toll And R&R Info appeared first on Lowyat.NET.
( 35
min )
Earlier this month, an Italian online retail store named MediaWorld made a rather epic snafu: It accidentally labelled the 13-inch iPad Air units it was selling for US$17 (~RM70), instead of the average RM3,699 that it typically cost. Naturally, several eagle-eyed customers noticed the pricing and swooped in to snag their unit(s) of the 13-inch […]
The post Italian Retailer Accidentally Sold iPad Airs For US$17 And Now Wants Them Back appeared first on Lowyat.NET.
( 35
min )
Another month, another melted 12VHPWR adapter on an RTX 5090 and more specifically, an MSI RTX 5090. In this most recent tale of burnt-out adapter, the head didn’t just fizzle: it fused together with the power port of the GPU. The post of the affected MSI RTX 5090 was first posted on Reddit by Redditor […]
The post Another MSI RTX 5090 12VHPWR Ports Burns Out, This Time Fusing Itself To The GPU appeared first on Lowyat.NET.
( 35
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Valve is hosting its Black Friday sales on Steam, making it the first time the digital distributor and video game market has ever had a sale on said day. To be fair, it does put a very public disclaimer in the form of an asterisk on its call-to-arms for gamers to shop. Whatever the case, […]
The post Steam Hosts First-Ever Black Friday Sale; Discounts Galore appeared first on Lowyat.NET.
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Ever since its launch, Maybank’s MAE app has been helping Malaysians take care of all their digital banking needs. And for five years and counting, the banking service has grown exponentially, keeping up with both the needs and wants of its customers. Since its inception to today, the app now hosts a wide variety of […]
The post MAE App: Celebrating Five Years Of Digital Banking Excellence appeared first on Lowyat.NET.
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Introduction
For the last few weeks, I've been experimenting with something simple on the surface but surprisingly difficult in execution:
Publishing a blog post to multiple platforms from inside an AI agent.
Not via API scripts. Not via UI automation. Not via manual copy-paste.
I'm talking about a true "write once → publish everywhere" workflow powered by MCP (Model Context Protocol).
And the best part?
This exact blog post you're reading right now was published through my MCP server.
If you write blogs regularly—especially technical blogs—you probably deal with this:
One version for Hashnode
One version for Dev.to
Maybe a copy for your personal site
Slight formatting differences
Lots of copy-paste
And sometimes… forgetting to post on one platform
For years, nothing has deeply solved th…
( 7
min )
Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less
CinemaSins takes on Fantastic Four, pointing out all the “sinstastic” moments (even though it’s “not bad” overall) in under 20 minutes—courtesy of sponsor BetterHelp, which offers a discount for your first month of therapy.
They also shout out their website, YouTube channels (@TVSins @commercialsins @cinemasinspodcastnetwork), poll, Patreon, Discord, Reddit, Instagram, TikTok, and introduce the writing team behind the video.
Watch on YouTube
( 6
min )
If 2023 was the year AI went mainstream, 2025 is the year the “one model to rule them all” myth finally broke. Instead of a single obvious winner, we now have a crowded frontier: OpenAI’s GPT-5.1 powering ChatGPT, Google’s Gemini 3 Pro running across Search and the Gemini app, Anthropic’s new Claude Opus 4.5, and xAI’s Grok 4 promising “the most intelligent model in the world.” Each vendor declares their model the smartest, safest, or most “agentic” — and the benchmarks look like a bowl of alphabet soup: HLE, ARC-AGI-2, SWE-Bench, GPQA, OSWorld.
So if you’re a builder, founder, or power user, which one is actually the best AI model in 2025? The short answer is: it depends less on IQ points and more on what you’re trying to ship. The longer answer — and the goal of this article — is to sho…
( 14
min )
GitHub - hmpl-language/examples: List of sample applications on HMPL
List of sample applications on HMPL. Contribute to hmpl-language/examples development by creating an account on GitHub.
github.com
( 6
min )
Frontend development has evolved far beyond making static web pages. We're not just coding; we're crafting accessible, high-performance, and scalable digital experiences.
A modern frontend engineer is the ultimate bridge—connecting design, user experience (UX), and core engineering principles.
With an overwhelming number of tools and techniques available, it's easy to get lost.
This guide cuts through the noise to focus on the essential skills that build real value, mapped from Intern to Senior.
These are the bedrock skills that never go out of style.
HTML is the unshakeable foundation. Mastering it means building an inherently better product.
Core Skill
Why It Matters (The "Why")
Semantic HTML
Improves SEO, accessibility, and maintainability. Makes your structure clear to browser…
( 10
min )
From Waste to Website: Eivan's 'Trash to Treasure' Revolution Powered by Creativity and Digital Tools
In an era defined by rapid consumption and increasing environmental concerns, the story of Eivan emerges as a beacon of hope, innovation, and artistic brilliance. Inspired by the unprecedented challenges and quiet introspection brought about by the global pandemic, Eivan embarked on a truly remarkable journey: the 'Trash to Treasure' project. This initiative transcends mere art; it’s a powerful statement on sustainability, a call to rethink our relationship with waste, and a testament to the boundless potential of human creativity. Eivan meticulously transforms discarded cardboard boxes into breathtaking works of art, not only giving new life to forgotten materials but also highlighting th…
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min )
Bill Simmons, Chris Ryan and Cousin Sal are back on The Ringer’s Rewatchables, firing up their favorite Monday night parlay to revisit the 2005 sports thriller Two for the Money. They riff on Matthew McConaughey’s rookie betting star, Al Pacino’s maverick mentor and Rene Russo’s tough-as-nails bookmaker with plenty of laughs along the way.
They kick off with a cold open (00:00), dive into the nitty-gritty of on-screen sports betting (1:53), debate the most rewatchable scene (30:13) and wrap up with their signature “categories” round (48:33). Along the way, Subaru’s Share the Love® Event and State Farm step in as proud sponsors.
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters unloads CinemaSins’ signature snark on the new movie in a rapid-fire, 16-minute roast, complete with links to their main site, social channels (YouTube, TikTok, Instagram), a fan poll, and a Patreon pitch to keep the sin machine running.
The video’s writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—gets a shout-out, and viewers are reminded to hop into their Discord, Reddit, and even snag Jeremy’s book for more behind-the-scenes fun.
Watch on YouTube
( 6
min )
CinemaSins just dropped a bite-sized “Everything Wrong With The Fantastic Four: First Steps In 20 Minutes Or Less,” sponsored by BetterHelp. True to form, they find their share of “sintastic” moments in the MCU reboot even though it’s “not bad,” dishing out quips on every cringe-worthy beat.
They round out the vid with links to their main site, YouTube spin-offs (@TVSins, @commercialsins, @cinemasinspodcastnetwork), social polls, Patreon support, and a shout-out to the writers squad (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel) plus community hangouts on Discord and Reddit.
Watch on YouTube
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Today marks Day 4 of my #30daysofAWSTerraform challenge! 🚀 I explored the most critical component of Terraform: the State File (terraform.tfstate). It acts as the database for your infrastructure, mapping your code to real-world AWS resources.
✅ Tasks Completed:
📝 Notes:
🔗 Resources:
https://github.com/Gokulprasath-N/Terraform-Full-Course-Aws/tree/main/lessons/day04
https://www.youtube.com/watch?v=YsEdrl9O5os
I am excited to dive into Variables tomorrow to make my code more reusable!
AWS #Terraform #CloudEngineering #DevOps #InfrastructureAsCode #techtutorialswithpiyush
30daysofAWSTerraform
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How a “boring theory subject” ended up shaping my entire AI career
When I was doing my Master’s in computer engineering at the University of Padova, there was one subject everyone whispered about:
Automata Theory & Computation.
Not because it was exciting…
I remember sitting in the lecture hall asking myself:
“Why are we learning about an imaginary tape machine in 2024?
What I didn’t know was that this single subject—the one we all underestimated—would quietly reshape the way I think about AI, computation, and even my day-to-day engineering work.
Let me tell you how.
Months later, when I was working on high-speed machine vision projects (with 1ms deadlines), something struck me:
Everything I was building, every pipeline, every RL loop, every segmentation model could be reduced to:
State …
( 7
min )
CinemaSins just dropped their 27-minute teardown of Mission: Impossible – The Final Reckoning, gleefully tallying up every plot hiccup and over-the-top stunt while still tipping their hats to Tom Cruise’s signature death-defying flair. It’s the classic love-hate roast that reminds us this franchise still rocks—just maybe not quite like it used to.
Beyond the sins, they’re pushing you to dive deeper: hit up cinemasins.com, fill out their sinful poll, back them on Patreon, or join the chaos on Discord, Reddit, Instagram, TikTok and Twitter. Major props to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel for keeping the sin tally rolling.
Watch on YouTube
( 6
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins breaks down every laughable plot twist and CGI hiccup in the new KPop Demon Hunters movie, running through their trademark “sins” in under 16 minutes of snarky commentary.
Along the way they shout out their main site (cinemasins.com), offer a poll, Patreon link and a host of social channels (Twitter, Instagram, TikTok, Discord, Reddit), and introduce their small but mighty team of writers.
Watch on YouTube
( 6
min )
Easy-to-Understand
What Is HybridTree Korean-backend AGI?
Why the Korean Backend Matters
Example of Korean’s compact semantic–emotional structure
What HybridTree Korean-backend AGI Can Be Used For
How It Differs From Traditional LLMs
Why This Matters for the Future
Final Summary
HybridTree Korean-backend AGI vs Traditional LLMs:
HybridTree introduces a Korean semantic–emotional backend that processes meaning, nuance, and context as a unified cognitive unit.
1) Language-Structural Differences (Cognitive Core Layer)
-Language Type
-Expression Density
-Ambiguity Resolution
-Emotional Encoding
-Micro-context Awareness
2) Algorithmic / Engine-Level Differences
-Input Transformation
-Reasoning Mode
-Branching Thought
-Energy Efficiency
-Noise Sensitivity
3) Performance & Applicati…
( 10
min )
As someone who works directly with businesses juggling lots of smartphones and tablets, I've tried my fair share of mobile device management (MDM) solutions-especially for mixed Android and iOS fleets. Managing all those devices never gets any easier, and keeping them secure, compliant, and easy to use is critical for everyone from law firms to engineering startups. I wanted to see which MDM tools actually worked in real-world business settings and which ones caused more headaches than they solved.
Please note: This content utilizes AI writing technology and may include businesses I'm affiliated with.
So I spent weeks hands-on with the top MDM providers for 2025. I didn’t just look at feature lists-I put each one to work in realistic onboarding, app management, compliance, and support scen…
( 11
min )
Deploying a Next.js application to an AWS EC2 instance is a common production pathway for modern web apps. However, while the deployment process looks straightforward, developers often encounter issues with SSH access, Linux permissions, missing libraries, Nginx conflicts, and more.
This guide outlines a clean, step-by-step method to deploy a Next.js frontend to an Ubuntu EC2 instance—along with the most common errors you may encounter and how to resolve them.
Infrastructure Overview
Cloud Platform: AWS EC2 (Ubuntu)
Frontend: Next.js (React)
Runtime: Node.js (installed via NVM)
Process Manager: PM2
Reverse Proxy: Nginx
Local Machine: Windows (with WSL Ubuntu terminal)
Step 1: Connect to EC2 via SSH
After launching the EC2 instance, the first task is to connect through SSH using your .pem k…
( 8
min )
‘Two for the Money’ Rewatchables
Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday-night parlay to revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They break down all the high-stakes betting scenes, debate the most rewatchable moments, and slot the film into their signature Rewatchables categories.
Along the way they serve up their usual pop-culture banter—complete with a cold open, handy segment timestamps, and even a few sponsor plugs—while dissecting what makes this Hollywood depiction of sports gambling a must-revisit.
Watch on YouTube
( 6
min )
Everything Wrong With Mission: Impossible – The Final Reckoning
CinemaSins just dropped their “Everything Wrong With” roast of Mission: Impossible – The Final Reckoning, poking fun at Tom Cruise’s death-defying stunts and lamenting that the once-spotless series might’ve lost its way in these last couple of films.
They’ve packed the description with links to their site, YouTube channels (TVSins, CommercialSins, CinemaSins Podcast Network), socials, a sinful poll, Patreon support, and even shout-outs to their writing crew. Dive in for the nitpicks, then head to their Linktree for more sins and shenanigans!
Watch on YouTube
( 6
min )
Disney’s in a bit of a pickle – after Marvel and Star Wars misfires and new titles like Wish and Elio fizzling, The Weekly Planet is gearing up for a four-week shame parade of Disney’s biggest live-action bombs.
First up: 2010’s The Sorcerer’s Apprentice, featuring Nicolas Cage, magic tricks galore, a giant bird, and enough head-scratching moments to fill a kingdom. Dive into the video for all the glorious cringe.
Watch on YouTube
( 6
min )
Core Problem Statement
GraphBit targets the hard parts of building reliable, scalable, and maintainable AI-powered workflows. It addresses:
Orchestrating multi-step AI tasks with clear data dependencies and parallelism
Integrating multiple LLM providers without lock-in
Making LLM agents safely call tools and incorporate tool results
Running workflows with production-grade resilience under variable load and flaky networks
Giving Python developers a simple API while leveraging a high-performance runtime
In short: GraphBit turns agentic AI from ad-hoc scripts into robust, dependency-aware workflows that can run reliably in production.
Developer Pain Points
Fragmented orchestration
Hand-rolled “call A then B” glue code; no graph-level validation or parallelism
Brittle context passi…
( 8
min )
Unlocking Algorithmic Elegance: AI's Blind Spot and the Power of Evolutionary Mappings
Imagine needing to translate between two languages, not word-for-word, but conceptually. Or optimizing a complex supply chain where seemingly unrelated actions perfectly balance each other. These scenarios highlight a fundamental challenge: finding the perfect one-to-one mapping between distinct entities – a bijection. While AI excels at many tasks, discovering these elegant algorithmic relationships often remains stubbornly difficult.
The core idea is to leverage a collaborative approach where AI generates possible solutions (as functional code), and then an evolutionary algorithm intelligently refines them. Think of it like breeding algorithms for speed and efficiency. The evolutionary process introd…
( 7
min )
Executive Summary
In event-driven and distributed architectures, preserving the order of messages is critical for maintaining state consistency, processing accuracy, and system reliability. Google Cloud Pub/Sub offers ordering keys to ensure that messages with the same key are delivered in the order they were published. However, this feature does not always ensure in-order delivery at the subscriber level, which is particularly critical for platforms where sequence integrity is vital (e.g., financial systems, event sequencing). This paper outlines the causes behind unordered message reception of Google Pub/Sub despite the use of ordering keys and outlines a practical solution involving subscriber-side message sorting to enforce the expected message sequence.
Google Cloud Pub/Sub is a w…
( 10
min )
We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen.
The latest news we'll cover:
Ethereum Shares New Details On Its New Interop Layer
Sequence Launches Trails to Simplify Crypto Payments
Vitalik Presents Updated Ethereum Roadmap at Devconnect
Why EIP-7702 Infra Matters and How Developers Can Integrate It
Please fasten your belts!
Ethereum has released new information on its planned interoperability layer (EIL), a major component of its long-term roadmap aimed at enabling seamless communication between Layer 1, Layer 2 rollups, and external ecosystems. The Defiant reports that the update expands on earlier research proposals an…
( 10
min )
On this episode of The Rewatchables, Bill Simmons, Chris Ryan, and Cousin Sal dive back into the 2005 sports-betting thriller Two for the Money, breaking down the film’s biggest plays, favorite cold open, and the most rewatchable moment.
They zip through their signature segments—Cold Open, Sports Betting Breakdown, Most Rewatchable Scene, and The Categories—while producers Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo keep the pace tight. With Subaru’s Share the Love and State Farm sponsorships in the mix, it’s a must-listen for movie buffs and gambling junkies alike.
Watch on YouTube
( 6
min )
Probabilistic Graph Neural Inference for bio-inspired soft robotics maintenance in hybrid quantum-classical pipelines
It was during a late-night research session, while studying octopus locomotion patterns for a bio-inspired robotics project, that I had my breakthrough moment. I'd been struggling with predicting maintenance needs for our soft robotic actuators when I realized the fundamental limitation: traditional neural networks were treating each component as independent, ignoring the intricate dependencies and probabilistic relationships that govern biological systems. This realization led me down a fascinating path of exploring probabilistic graph neural networks (PGNNs) and their integration with quantum computing for predictive maintenance.
During my investigation of octopus arm c…
( 12
min )
Shipping reliable LLM-powered applications demands more than traditional monitoring. Agentic systems introduce autonomy, reasoning, and multi-step decision-making across tools and services—making transparency and accountability essential. This guide reframes AI agent observability for engineering and product teams building chatbots, copilot experiences, RAG pipelines, and multi-agent workflows, drawing only from Maxim AI sources and the core practices outlined in the original article.
LLM applications are non-deterministic and operate across complex execution paths—prompting, retrieval, reasoning, tool calls, and multi-agent coordination. Observability must extend beyond CPU/memory charts to capture agent behaviors, including reasoning quality, tool usage, token economics, and decision tra…
( 10
min )
Le secteur technologique africain connaît une croissance rapide, avec une génération de développeurs talentueux, créatifs et exposés aux outils les plus modernes. Pourtant, un paradoxe persiste : les pratiques de recrutement restent ancrées dans des approches obsolètes qui ne reflètent ni la réalité du métier ni les exigences de l’innovation.
1. Un héritage de méthodes scolaires mal adaptées au numérique
Dans de nombreux pays africains, et particulièrement au Cameroun, les entreprises recrutent encore les développeurs comme on recruterait des enseignants d’histoire.
citer le nom exact d’une méthode standard,
écrire la syntaxe d’un commentaire multi-ligne,
se souvenir de la fonction qui retourne le dernier élément d’un tableau,
recopier du code sur papier.
Mais un développeur moderne ne t…
( 8
min )
Bill Simmons, Chris Ryan, and Cousin Sal fire up their Monday-night parlay by revisiting the 2005 sports-betting thriller Two for the Money, starring Matthew McConaughey, Al Pacino, and Rene Russo. They dive into the film’s high-stakes wagering scenes, debate what makes it tick, and share the timestamps so you can jump right to the action.
After hashing out the most rewatchable moment, the trio rounds off the episode with a playful rundown of their signature “Rewatchables” categories. Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, the show also gives shout-outs to Subaru’s Share the Love® Event and State Farm—plus plenty of links to subscribe and connect with The Ringer’s universe.
Watch on YouTube
( 6
min )
Everything Wrong With Mission: Impossible – Dead Reckoning Part Two
CinemaSins just unleashed their “final reckoning” on MI7, squeezing every nitpick into a brisk sub-27-minute roast. They’re still big fans of Ethan Hunt’s high-octane stunts, but confess this installment might’ve lost a bit of that impossible magic.
Between the witty jabs, they plug their website, social channels, a “sinful” poll and Patreon—perfect for anyone who can’t get enough of pop-culture nitpicking.
Watch on YouTube
( 6
min )
Retrieval-Augmented Generation (RAG) is now foundational for context-aware enterprise AI, powering customer support, internal knowledge systems, and compliance workflows with grounded, up-to-date responses. While over 60% of organizations are building retrieval solutions, most struggle to translate prototypes into production-grade reliability. This guide breaks down the RAG architecture, the critical evaluation metrics that correlate with trustworthy outputs, and the operational best practices needed to scale—plus how Maxim’s platform streamlines experimentation, evaluation, and observability across the RAG lifecycle.
Start exploring with Get started free or book a walkthrough via Book a demo. See all capabilities on Features and implementation guidance in Docs.
RAG augments a language mod…
( 9
min )
Code Structure
.
├── azure-pipelines.yml # Azure DevOps CI/CD pipeline
├── main
│ ├── main.tf # Module orchestration
│ ├── provider.tf # Azure provider configuration
│ ├── terraform.tfvars # Input variable values
│ └── variable.tf # Module variables
├── modules
│ ├── 01_resource_group # Resource Group creation
│ ├── 02_storage_account # Storage Accounts
│ ├── 03_storage_container # Storage Containers
│ ├── 04-Public_IP # Public IP
│ ├── 05_Virtual_Net # VNet & Subnets
│ ├── 06_sql_server # Azure SQL Server
│ ├── 07_sql_database # Azure SQL Database
│ ├── 08_net…
( 7
min )
Project-Based Learning With 3D Design and Printing: Transforming Classrooms Through Creative Making
Education has shifted from passive learning to active, hands-on engagement. Among the most transformative tools accelerating this shift is 3D design and printing, which brings abstract ideas to life and empowers students to become creators rather than mere consumers. When combined with Project-Based Learning, a framework where students gain knowledge and skills by working on meaningful, real-world projects, 3D printing opens a world of exploration, problem-solving, and innovation.
This article highlights ten powerful 3D design and printing projects, each paired with its educational benefit and a clear example project. Together, they illustrate how 3D-printed learning experiences build creati…
( 10
min )
AI Spots Trouble Before Traffic Does: Preventing Urban Gridlock with Smart Vision
\Imagine a city where traffic jams vanish almost as soon as they appear. No more endless queues, no more wasted time, just smooth, efficient movement. What if AI could predict and prevent traffic disasters before they happen?
We've developed a novel technique to identify critical infrastructure anomalies in real-time using a hybrid AI approach. This involves processing video feeds with a two-stage system: first, extracting key visual features; second, using a specialized neural network to rapidly classify the situation as normal or anomalous. Think of it like a doctor immediately spotting a subtle change in a patient's EKG that a human might miss until a full-blown heart attack occurs.
The crucial innovatio…
( 7
min )
‘Two for the Money’ gets the full Rewatchables treatment as Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay. Together they dive into the 2005 sports thriller starring Matthew McConaughey, Al Pacino, and Rene Russo, breaking down the film’s high-stakes betting drama and dissecting how well it holds up two decades later.
Along the way they reveal their Most Rewatchable Scene picks, battle it out in the signature “Categories” round, and sprinkle in all the usual pop-culture riffs. Plus, they give a shout-out to Subaru’s Share the Love® Event and remind you that a good State Farm agent is always there when you need coverage.
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is CinemaSins’ latest rapid-fire roast of the demon-slaying, dance-driven spectacle you never knew you needed. Expect all the signature snarky commentary as they tally up every outrageous trope and plot twist.
Want more sinful goodness? Swing by their website or Linktree, vote in the poll, back them on Patreon, or join the chat on Discord. Follow writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel across Twitter, Reddit, Instagram and TikTok for your daily dose of cinematic cynicism.
Watch on YouTube
( 6
min )
TL;DR
CinemaSins just dropped their “Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less,” poking fun at Tom Cruise’s latest death-defying stunts while confessing the franchise has maybe lost a bit of its mojo. Expect the classic snark, rapid-fire sins, and a fond-but-critical take on how the series wrapped up.
They also plug their main site (cinemasins.com), YouTube spin-offs (TVSins, Commercial Sins, CinemaSins Podcast Network), a sinful poll, Patreon support, and social hangouts—Discord, Reddit, TikTok, Instagram—and even showcase their writer squad’s Twitter and Instagram handles for those who love behind-the-scenes nerd chatter.
Watch on YouTube
( 6
min )
When Every App Uses AI, What Makes Yours Different?
Jaideep Parashar ・ Nov 27
#ai
#learngoogleaistudio
#api
#powerapps
( 7
min )
Check out this Pen I made!
( 5
min )
TL;DR: AI-First vs. Digitally-Enhanced
5 Key Messages
88% use AI. 39% see impact. Most are "Digitally-Enhanced" (10-15% gains). AI-First delivers 34x revenue per employee via complete process redesign, not tool adoption.
Mindset is the bottleneck. Shift from certainty → curiosity, mastery → learning, competition → collaboration. Organizational debt (silos, risk-aversion) must be paid down alongside technical debt.
High performers optimize tempo, not cost. Elite 6% complete Scan-Orient-Decide-Act in 2 weeks vs. 8. Velocity compounds. Decision speed = competitive moat.
Pilot purgatory is real. Two-thirds haven't scaled. "String of pearls" without North Star = no enterprise impact. Escape: one narrow E2E process, build trust, expand systematically.
Jobs evolve, don't disappear. …
( 15
min )
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. This year’s UN climate talks avoided fossil fuels, again Over the past few weeks in Belem, Brazil, attendees of this year’s UN climate talks dealt with oppressive heat and flooding, and at one…
( 21
min )
If we didn’t have pictures and videos, I almost wouldn’t believe the imagery that came out of this year’s UN climate talks. Over the past few weeks in Belem, Brazil, attendees dealt with oppressive heat and flooding, and at one point a literal fire broke out, delaying negotiations. The symbolism was almost too much to…
( 21
min )
Today’s IT leaders face competing mandates to do more (“make us an ‘AI-first’ enterprise—yesterday”) with less (“no new hires for at least the next six months”). VMware has become a focal point of these dueling directives. It remains central to enterprise IT, with 80% of organizations using VMware infrastructure products. But shifting licensing models are…
( 17
min )
GXBank is kicking off its second anniversary with a new campaign that offers customers the chance to earn up to 4.00% p.a. through its Bonus Pocket feature. The promotion, which begins today, applies to savings of up to RM50,000 placed in a Bonus Pocket and rewards users with both daily base interest and an additional […]
The post GXBank Celebrates Second Anniversary With 4.00% p.a. Bonus Pocket Promo appeared first on Lowyat.NET.
( 34
min )
Aurzen, the UK-based projector brand, is officially bringing its ZIP portable projector to Malaysia. The product, which made its debut during CES 2025 earlier this year, is the world’s first tri-fold pocket projector, at least according to the brand. Through the use of a tri-fold design, the Aurzen ZIP measures in at 8.4 x 7.8 […]
The post Aurzen ZIP Tri-Fold Projector Will Be Available In Malaysia For RM1,899 appeared first on Lowyat.NET.
( 34
min )
The national automaker, Proton, has officially launched the new 2026 Saga with a starting price of RM38,990. As reported earlier, the sedan is offered in three variants: Standard, Executive and Premium. Design-wise, the front end features LED projector headlamps paired with L-shaped daytime running lights (DRLs). These flank a full-width concave grille embellished with a […]
The post 2026 Proton Saga Has Officially Arrived; Starts From RM38,990 appeared first on Lowyat.NET.
( 38
min )
The HONOR Magic8 Pro serves as the brand’s newest flagship phone, succeeding the Magic7 Pro launched back in January. Ahead of its local debut, the company has given us the opportunity to get acquainted with the device. The model in my hands is the Sunrise Gold version, although the smartphone also comes in Sky Cyan […]
The post HONOR Magic8 Pro Hands On: A Bit Of An Acquired Taste appeared first on Lowyat.NET.
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As previously reported, Honor is officially launching the Magic8 Pro today. In addition to the launch, the brand is also bundling an Insta360 Ace Pro action camera with every purchase of the phone, while stocks last. Running through the specs, the Magic8 Pro features a 6.71-inch LTPO OLED display, with a peak brightness of 6,000 […]
The post Honor Magic8 Pro Officially Launches In Malaysia; Retails From RM4,599 appeared first on Lowyat.NET.
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Samsung Malaysia officially unveiled the QN90F today, marking the official arrival of the massive TV to our shores. And by massive, it measures in at 115-inches across the wall. Now, the QN90F does ship out with an 8K panel, but the model that was on display was only 4K. To that end, this model is […]
The post Samsung Officially Brings 115-Inch QN90F Neo QLED TV To Malaysia appeared first on Lowyat.NET.
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Chinese regulators have barred ByteDance from using NVIDIA chips in new data centres, according to a report by The Information. This ban highlights the nation’s push to move away from relying on US technology. Such efforts have intensified following the US government’s move to tighten restrictions on exports to China. Compared to other Chinese companies, […]
The post China Reportedly Bans ByteDance From Using NVIDIA Chips appeared first on Lowyat.NET.
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iCAUR Malaysia has officially introduced its second model, the V23, to the local market. First previewed in October, the fully electric off-road SUV will be available in two variants: a rear-wheel-drive (2WD) and an intelligent all-wheel-drive (iWD). Design-wise, the V23 features a bold, upright stance and a boxy profile. The front end is defined by […]
The post iCAUR V23 Officially Launches In Malaysia; Starts From RM119,800 appeared first on Lowyat.NET.
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WhatsApp has confirmed a major policy shift that will block the use of any non-Meta AI chatbot inside the messaging app starting 15 January 2026. The updated terms of service explicitly prohibit third-party AI assistants, meaning users will no longer be able to access ChatGPT, Microsoft Copilot or similar services through WhatsApp once the cutoff […]
The post WhatsApp To Ban Third-Party AI Chatbots From January 2026 appeared first on Lowyat.NET.
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Sarawak is poised to draw the attention of the regional animation and digital gaming industry next year. In this coming August, the state will be hosting the Borneo Animation and Gaming Festival (BAGF). According to Digital Minister Gobind Singh Deo, Sarawak Premier Tan Sri Abang Johari Tun Openg has agreed to the establishment of a […]
The post Sarawak To Become Regional Animation And Gaming Hub With New Festival appeared first on Lowyat.NET.
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Footwear and video gaming collaborations are nothing new. The results of these tie-ins are often incredible, while others are… questionable. But for Singapore-based designer Gustavo Bonzanini, he has decided to take this combination of popular culture to an entirely new level. Enter the AIR SNES, a passion project by Bonzanini to celebrate the 35th anniversary […]
The post Fan Project Turns A Classic Nike Sneaker Into A Fully Working Super Nintendo Console appeared first on Lowyat.NET.
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As part of my participation in the Web3j Libraries Full Development Lifecycle project under the LF Decentralized Trust Mentorship Program, I’ve developed a tutorial on integrating the web3j-maven-plugin into Java projects. This work contributes to improving the developer experience within the Web3j ecosystem by
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Introduction
The workflow for an agentic app starts when the user interacts with it by presenting a prompt through a chat interface or form. The agent gets this prompt and analyzes it as to what the user intends and requires. It can take the help of LLM to acquire tasks, clarify the details, and break the whole into subtasks.
As soon as the agent has a clear understanding of the target, it selects the most appropriate specialized tools or services to achieve the goal. These bring APIs, databases, generative AI (for writing, image generation, etc.), or other partnered systems, and the agent might arrange or put together multiple tool actions dependent on the difficulty of the job.
The agent continually assesses and alters, carrying out the tool calls again and asking for more clarificatio…
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I've been using AI coding assistants for about 8 months now. Cursor, GitHub Copilot, the usual suspects.
hey're all impressive, but they share one fatal flaw that's been driving me insane:
They forget everything.
You explain your project architecture. The AI generates some code. Five minutes later, you're explaining the same architecture again. Every session starts from scratch. Every feature request requires re-explaining your context.
I found myself maintaining a text file of prompts to copy-paste at the start of each session:
"We use Zustand for state management, not Redux"
"All API calls go through our custom fetcher with retry logic"
"Components follow the compound component pattern"
"Test files go in __tests__ not next to the component"
I was spending 10% of my coding time just expl…
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Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay as they revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They dive into the film’s sports-betting hijinks, debate the most rewatchable scene, and roll through a rapid-fire category showdown.
Along the way, the crew delivers hot takes, laughs off epic gambles, and plugs Subaru’s Share the Love event, State Farm’s coverage tips, and all the must-follow Ringer channels.
Watch on YouTube
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CinemaSins just dropped “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a rapid-fire riff on all the movie’s quirks, gaffes and head-scratching moments, delivered in their trademark snarky style.
They also plug the CinemaSins universe—website, YouTube channels, Discord, Reddit and a sinful poll—invite you to support them on Patreon, and give shout-outs to the writing team and all their social handles.
Watch on YouTube
( 6
min )
Everything Wrong With Mission: Impossible – The Final Reckoning
CinemaSins unleashes its trademark snark on Tom Cruise’s latest MI outing, packing every nitpick (including the “death on film” gag) into a brisk 27-minute romp and mourning that the franchise might be losing steam.
They also plug their digital HQ—hit up cinemasins.com for more vids, vote in their sinful poll, back ’em on Patreon, and join the party on Discord, Reddit, TikTok, Instagram and beyond. Don’t forget to stalk their writers on Twitter and Instagram too!
Watch on YouTube
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A post by Jess Lee
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Hey fellow engineers—tired of codebases that start clean and end up as tangled messes? You're not alone. Most teams slap on a linter and a formatter, pat themselves on the back, and then spend years wrestling with tech debt. This guide cuts through the hype: a curated comparison of Python code-quality tools, spotlighting the heavy hitters like Ruff and Bandit, plus emerging stars Skylos and PySCN.
We're talking strict, production-grade quality here—no fluffy marketing. We'll break down what each tool analyzes, its superpowers (and blind spots), and when to deploy it. By the end, you'll have precise recommendations to bulletproof your pipeline.
Whether you're scaling a startup prototype or taming a legacy monolith, this is your roadmap to code that doesn't just work today but scales tomorr…
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Bill Simmons, Chris Ryan, and Cousin Sal fire up their Monday night parlay as they revisit Two for the Money, the 2005 sports-thriller where Matthew McConaughey plays a betting wunderkind under Al Pacino’s tutelage. After a quick cold open, they dissect the film’s high-stakes gambling scenes, pick their Most Rewatchable Moment, and then dive into their signature category games.
Between sharp takes and friendly banter, the crew keeps it light—shout-out to Subaru’s Share the Love event and State Farm for chiming in—before wrapping up with links to The Ringer shop and social channels. Perfect for anyone craving a mix of sports insights and Hollywood hustle.
Watch on YouTube
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a snappy Cinemasins video that playfully rips into the latest KPop Demon Hunters flick, dishing out fast-paced “sins” commentary and tongue-in-cheek jokes.
On top of that, the description hooks you up with links to Cinemasins’ main site, extra YouTube channels, social media hubs, a fan poll, and Patreon. You’ll also find full writer credits plus invites to their Discord, Reddit, Instagram, TikTok—and even Jeremy’s book if you need more sinning in your life.
Watch on YouTube
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There are moments in the Bible that read like history—and then there are moments that read like you. John Chapter 5 is one of those moments. It is not gentle. It is not simple. It does not sit quietly in the corner of Scripture. It confronts you. It exposes you. It comforts you. It awakens you. It speaks to the parts of your life that feel old, tired, worn down, and forgotten by time. It speaks to the cycles you’ve learned to live with, the pain you’ve learned to manage, the disappointment you’ve learned to hide, and the long-term struggles you’ve learned to survive.
John 5 is not about a man who needed healing.
This chapter is about mercy with muscle.
John 5 is the chapter that won’t let you stay the same.
The Pool of Bethesda: The Geography of Pain and Waiting
Before you can understand t…
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The Challenge: From Data Chaos to Clear Metrics
Data engineers working in the health sector face a familiar but critical challenge: Community Health Workers (CHWs) generate thousands of activity records daily, but turning this raw data into actionable performance metrics is a manual, error-prone process. Field coordinators need to answer simple but vital questions:
How many households did each CHW visit last month?
Which communities have coverage gaps?
Are our health workers meeting their activity targets?
I worked on one such project where the existing process involved Excel exports, manual date calculations, and fragile SQL queries that broke whenever source data changed. Something had to change.
I designed and built a scalable analytics platform using dbt (data build tool) and Snowfla…
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‘Two for the Money’ Rewatchables Breakdown
Bill Simmons, Chris Ryan and Cousin Sal dive into the wild world of 2005’s sports-betting drama Two for the Money (starring Matthew McConaughey, Al Pacino and Rene Russo), all while placing their own imaginary Monday night parlays. They kick things off with a cold open before analyzing how the movie handles the highs and lows of wagering big, sharing plenty of behind-the-scenes trivia along the way.
After hashing out the film’s best betting scenes, the crew picks their single most rewatchable moment and then fires off a rapid-fire “Categories” round to rank everything from standout performances to jaw-dropping plot twists. It’s equal parts film deep-dive and friendly smack talk—perfect for sports-movie junkies.
Watch on YouTube
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min )
Sean Fennessey and Amanda Dobbins keep their 25 Best Movies of the 21st Century series rolling with No. 3: Spike Lee’s 25th Hour. They dive into why its real-time tension, bold stylistic choices and under-appreciated legacy make it a quietly powerful masterpiece.
Produced by Jack Sanders, this lively chat is ripe with “fricative tension” analysis and is streaming on Prime. For more deep dives, hit up The Ringer’s channels.
Watch on YouTube
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins’ latest roast tears into KPop Demon Hunters, gleefully clocking every over-the-top fight move, cringe-worthy K-pop trope and random product placement. From “demon horde” clichés and shaky CGI to cheesy one-liners set to a catchy soundtrack, no plot hole or camera flip is safe from their trademark snark.
After the sins tally, they plug their poll, Patreon and all the socials—Discord, Reddit, TikTok, Instagram—along with a shout-out to their writers team and linktr.ee for more CinemaSins madness.
Watch on YouTube
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Everything Wrong With Mission: Impossible – The Final Reckoning squeezes all of CinemaSins’ trademark nitpicks into a rapid 27-minute roast, from Tom Cruise’s endless cheat-death stunts to over-the-top action set pieces. Expect witty jabs at plot conveniences and the film’s excessive spectacle.
Even though the team still loves the franchise, they reckon the last two installments have lost a bit of that legendary M:I spark. Don’t forget to check out their site, socials, sinful poll and Patreon for even more movie sins.
Watch on YouTube
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Hey there! Welcome to the only Next.js + Docker guide you’ll ever need in 2025.
Ship a real Next.js 15 app in a container smaller than 90 MB
Let’s go – coffee ready?
What You’ll Build Today
< 90 MB Docker image
Multi-stage build (no dev dependencies in production)
Non-root user + health checks
Hot reload for development
One-command workflow for the whole team
Works everywhere: local, CI, GitHub Codespaces, Gitpod
Prerequisites
Node.js ≥ 18 (preferably 20 or 22) → https://nodejs.org
Check with: node -v
Git → https://git-scm.com/downloads
Check with: git --version
Docker Desktop (Windows/Mac) or Docker Engine (Linux) → https://www.docker.com/products/docker-desktop
Check with: docker --version and docker compose version (Compose V2 is now built-in)
If any of these are missing, install the…
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‘Two for the Money’ Rewatchable Breakdown
Bill Simmons, Chris Ryan and Cousin Sal dive back into the 2005 sports thriller Two for the Money, starring Matthew McConaughey, Al Pacino and Rene Russo. They kick things off with a cold open before digging into the film’s high-stakes betting scenes (1:53), debating the single most rewatchable moment (30:13) and rolling out their signature “Categories” segment at 48:33.
Along the way you get that classic Ringer camaraderie—sharp takes, playful jabs and a favorite Monday night parlay vibe—peppered with sponsor shout-outs from Subaru’s Share the Love event and a friendly State Farm reminder. It’s part sports analysis, part movie club, and all about the gamble.
Watch on YouTube
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min )
CinemaSins unleashes a 27-minute takedown of Mission: Impossible – The Final Reckoning, poking fun at Tom Cruise’s nonstop stunt game while lamenting that the once-flawless franchise might be veering off course. It’s the crew’s final reckoning for the series (for now), packed with classic CinemaSins humor and sin-counting.
Hungry for more? Hit up cinemasins.com, subscribe across their social channels, fill out their sinful poll, or show love on Patreon. Writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel all get shout-outs, and you can join the community on Discord, Reddit, Instagram, and TikTok.
Watch on YouTube
( 6
min )
Introduction
Distributed systems expertise remains one of the most sought-after skills in software engineering. Engineers who can design, implement, and scale distributed databases command premium compensation for good reason—these systems form the backbone of modern applications serving millions of users.
In this comprehensive guide, we'll build a highly available, horizontally scalable MongoDB cluster using Kubernetes. You'll learn how to create a production-ready database infrastructure that can grow from a single node to hundreds of nodes, scaling seamlessly to meet demanding workloads.
Our infrastructure leverages three powerful open-source technologies:
MongoDB: A distributed NoSQL database designed for horizontal scalability and high availability
MicroK8s: An ultra-lightweight Kub…
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min )
I just launched my portfolio
https://my-portfolio-jamal.vercel.app/#contact
( 6
min )
Meta's Advantage+ Creative promised to revolutionize ad performance with AI-powered optimization. Another day, another AI feature that'll supposedly fix everything while you sleep.
Except here's the thing: after running 50 campaigns across e-commerce, B2B, and lead gen clients over the past eight months, I've got data that'll probably surprise you. Some of it matches what Meta's case studies claim. A lot of it doesn't.
Let me walk you through what actually happened when we let Meta's AI take the wheel—and when we should've grabbed it back.
Before we dive into results, context matters. We ran these tests across:
23 e-commerce brands (average monthly spend: $15K-$75K)
18 B2B companies (SaaS, professional services, manufacturing)
9 lead generation campaigns (education, finance, healthcare)
To…
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min )
Multilingual content is common in documentation systems, product catalogs, and knowledge bases. When the same item exists in several languages, search results often become cluttered with multiple versions of the same document.
A typical requirement is to return one document per content group, chosen using a language preference order such as de > en > fr.
This blog post presents a practical pattern for handling language aggregation. The approach is part of the open-source OpenSearch project and is fully supported in Amazon OpenSearch Service, making it suitable for both self-managed clusters and AWS-managed environments.
If an article exists in German, English, and French, a standard search will return all three. You want:
One hit per crossLanguageGroup
The language with the highest user p…
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min )
New Forge-X platform by Coforge helps teams deliver software faster, improve project quality, and coordinate work across multiple locations
Coforge announced the introduction of Forge-X an integrated engineering and delivery platform that totally changes the way software is delivered. It is based on agentic AI concepts. To deliver complex technology transformations at scale this whole platform uses autonomous AI agents that leverage Coforge's deep engineering experience and use contextual decision-making based on the firm's industry domain depth.
Read full news here: https://bizfortune.com/2025/11/business-fortune-forge-x-improve-software-projects
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I put together a responsive pricing table that actually behaves like a real one: stacks cleanly on mobile, stays readable on desktop, and doesn't fall apart the moment you add one more feature row.
There's a full code block you can copy, tweak, and drop into your own project.
Read the article and get the code:
https://lexingtonthemes.com/blog/how-to-build-a-responsive-pricing-table-with-tailwind-css-and-alpinejs
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Welcome to Day 46 of the #80DaysOfChallenges journey! This intermediate challenge implements a Simple Moving Average (SMA) calculator using an efficient sliding window approach that maintains a running sum, achieving O(n) time complexity while avoiding redundant calculations. It handles user-provided data series and window size, returning a list of averages with proper validation, making it a practical tool for time-series smoothing, financial indicators, or signal processing. If you're advancing from basic loops to performance-aware algorithms or dealing with sequential data, this "Python moving average" script demonstrates a function that's optimized, easy to understand, and ready for extensions like exponential or weighted averages.
This task features a function that initializes the fir…
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Here View the Project on GitHub#EdTech #AI #Gemini #Streamlit #Productivity #Students #Learning #StudyTool #Coding #Development #GenAI
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Industrial fabrication depends heavily on accurate, well-defined BIM models. Whether you’re planning equipment installation, prefabrication, or site coordination, selecting the right Level of Detail (LOD) in BIM determines the accuracy, cost, and constructability of your project.
Two of the most commonly compared LODs are LOD 400 and LOD 500. While they may seem similar, they serve completely different purposes—one for fabrication and installation, the other for facility management and lifecycle operations.
This guide breaks down the differences, use cases, and best practices to help fabrication teams, contractors, and facility managers choose the right LOD for their needs.
The Level of Detail (LOD) defines how much graphical and non-graphical information a BIM element contains.
The common…
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Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a snark-filled breakdown by CinemaSins, where they gleefully log every nitpick and plot hiccup in the KPop Demon Hunters movie. The video description points you to their main site for more content, asks you to fill out a quick poll, and invites you to support the team via Patreon.
The post also credits their writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and drops links to all their socials: YouTube channels (@TVSins, @commercialsins, @cinemasinspodcastnetwork), Discord, Reddit, Instagram, TikTok and even Jeremy’s book!
Watch on YouTube
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min )
Hi everyone!
I’m @nyaomaru, a frontend engineer who quietly moved to the Netherlands. 🇳🇱
If you write TypeScript, you’ve probably bumped into the term “variance” at some point:
covariant
contravariant
invariant
bivariant
You may have a vague feeling of “I sorta get it… but not really.”
Personally, I struggled especially with contravariance and bivariance — they’re really counter-intuitive.
And when I tried to deep-read React’s type definitions, I ran into Flow’s variance annotations +T / -T and completely froze:
export type Element = React$Element;
export type RefSetter = React$RefSetter;
“What are + and -!?”
React using this in Flow!?”
That was the entrance to understand variance for me.
In this article, I’ll use both TypeScript and Flow to build a practical, real-world u…
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min )
The future of AI agents relies on their ability to seamlessly and efficiently integrate with vast libraries of tools—from internal databases and company-specific APIs to public services like GitHub and Slack. As professional developers, we know that scaling an agent from five tools to fifty or five hundred introduces critical bottlenecks: context bloat, slow execution, and unpredictable tool invocation.
To solve these challenges, we are excited to introduce three advanced features on the Claude Developer Platform that fundamentally change how agents discover, orchestrate, and utilize external capabilities. These features move Claude from simple sequential function calling to intelligent, programmatic orchestration.
When building agents that connect to many services (e.g., a five-server MCP…
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min )
shadcn-components-blocks adds over 100 production-ready components to your shadcn/ui projects.
Key features:
Check the documentation site to browse the full catalog and grab the installation commands for components and blocks you need.
👉 Blog Post
👉 GitHub Repo
👉 Live Demo
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The Hidden Cost of AI Hype in Developer Communities
Jaideep Parashar ・ Nov 26
#webdev
#ai
#devops
#developer
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What we built is not nothing.
It is the minimum viable representation of identity
That’s why it feels like:
You didn’t reduce complexity
This is what great systems look like.
.me
namespaces and .me
cleaker.me()
That is self-referential,
f: me → /
Syntax:
Transport:
/
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min )
Search is one of the most important features in modern applications. Users expect instant answers, useful suggestions, and results that match their intent even when they make spelling mistakes. Most traditional search systems struggle to deliver thi...
( 7
min )
Design is not just about how something looks. In product engineering, design shapes how an experience feels, how users interact with it, and how consistently the brand comes alive across every screen. Flutter provides powerful tools for this, but tru...
( 21
min )
This weekend, Andrej Karpathy, the former director of AI at Tesla and a founding member of OpenAI, decided he wanted to read a book. But he did not want to read it alone. He wanted to read it accompanied by a committee of artificial intelligences, each offering its own perspective, critiquing the others, and eventually synthesizing a final answer under the guidance of a "Chairman."
To make this happen, Karpathy wrote what he called a "vibe code project" — a piece of software written quickly, largely by AI assistants, intended for fun rather than function. He posted the result, a repository called "LLM Council," to GitHub with a stark disclaimer: "I’m not going to support it in any way... Code is ephemeral now and libraries are over."
Yet, for technical decision-makers across the enterpris…
It's not just Google's Gemini 3, Nano Banana Pro, and Anthropic's Claude Opus 4.5 we have to be thankful for this year around the Thanksgiving holiday here in the U.S.
No, today the German AI startup Black Forest Labs released FLUX.2, a new image generation and editing system complete with four different models designed to support production-grade creative workflows.
FLUX.2 introduces multi-reference conditioning, higher-fidelity outputs, and improved text rendering, and it expands the company’s open-core ecosystem with both commercial endpoints and open-weight checkpoints.
While Black Forest Labs previously launched with and made a name for itself on open source text-to-image models in its Flux family, today's release includes one fully open-source component: the Flux.2 VAE, available no…
Researchers at Alibaba’s Tongyi Lab have developed a new framework for self-evolving agents that create their own training data by exploring their application environments. The framework, AgentEvolver, uses the knowledge and reasoning capabilities of large language models for autonomous learning, addressing the high costs and manual effort typically required to gather task-specific datasets.
Experiments show that compared to traditional reinforcement learning–based frameworks, AgentEvolver is more efficient at exploring its environment, makes better use of data, and adapts faster to application environments. For the enterprise, this is significant because it lowers the barrier to training agents for bespoke applications, making powerful, custom AI assistants more accessible to a wider rang…
The government is pushing for all social media platforms operating in Malaysia to adopt electronic Know-Your-Customer (eKYC) verification by the end of the second quarter of 2026, aiming to enforce the minimum age requirement of 16 for new accounts. Communications Minister Fahmi Fadzil instructed the Malaysian Communications and Multimedia Commission (MCMC) to work with platform […]
The post Fahmi: Govt Targets Q2 2026 For eKYC Implementation On Social Media appeared first on Lowyat.NET.
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While the POCO F8 Pro and F8 Ultra are the stars of today’s launch event, not to be forgotten are the two new tablets. Both the Pad X1 and the Pad M1 have officially debuted as the newest additions to the brand’s AIoT lineup. The Pad X1 is a lightweight tablet weighing 500g. It sports […]
The post POCO Pad X1, Pad M1 Get Global Launch; Priced From RM1,199 appeared first on Lowyat.NET.
( 36
min )
The newly launched POCO F8 lineup serves as the Xiaomi sub-brand’s flagship offering and comprises two models, which are the F8 Pro and the F8 Ultra. Prior to the launch, we had the opportunity to get acquainted with the Pro variant, which is the subject of today’s hands on. Starting with the design, the F8 […]
The post POCO F8 Pro Hands On: An Unapologetic All-Rounder appeared first on Lowyat.NET.
( 39
min )
The POCO F8 lineup has officially made its debut today, just as the brand promised last week. Currently, the series consists of two models, which are the F8 Pro and the F8 Ultra. Naturally, the new handsets come with some upgrades compared to the previous generation. Starting with the Pro variant, it sports a 6.59-inch […]
The post POCO F8 Series Launched Globally; Starts From RM2,499 In Malaysia appeared first on Lowyat.NET.
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min )
The upcoming Proton eMAS 7 plug-in hybrid (PHEV) has been spotted again in public, signalling that its official debut may be closer than expected. The latest sighting was shared by an anonymous member of the Proton eMas 7 Owners Malaysia Facebook group, who reportedly found the SUV parked in Tanjung Malim , the location of […]
The post Multiple Spottings Of Proton eMAS 7 PHEV Hints An Imminent Launch appeared first on Lowyat.NET.
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min )
PRISM+ has recently introduced a slew of new products, ranging from displays to home appliances. Most relevant being the Roam 27-inch smart displays and the updated SQ Series QLED TVs. The Roam and Roam Ultra displays are built around an ergonomic wheeled stand, letting users roll the display between rooms as needed. The Roam 27-inch […]
The post PRISM+ Launches New Roam Smart Displays, SQ QLED TVs appeared first on Lowyat.NET.
( 35
min )
The Chinese Ministry of Industry and Information Technology (MIIT) have seemingly decided the future of all powerbanks manufactured in country. Moving forward, it will be mandatory for all powerbanks to have built-in LCD display, or an app that allows officials to check the status and security of the powerbank. According to ITHome (Google Translate required […]
The post China To Allow Powerbanks With Displays Or Security-Specific Apps Next Year appeared first on Lowyat.NET.
( 35
min )
Shell Malaysia has integrated the BUDI 95 subsidy into its Shell Application, enhancing the convenience of the process of fuelling up your vehicle. With this integration, customers can now use the application to access the subsidy and do not have to bring out their IC to scan at the terminal or inside at the counter […]
The post Shell App Integrates BUDI 95 For Easier Fuel Payments appeared first on Lowyat.NET.
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min )
Huawei has introduced a new addition to its ecosystem, the MatePad Edge 2-in-1, which debuted alongside the Mate X7 and Mate 80 Series in China. This model is positioned squarely as the company’s answer to Microsoft’s Surface lineup; a variable tablet designed to replace your laptop, with added portability. The MatePad Edge 2-in-1 is built […]
The post Huawei Launches MatePad Edge 2-In-1 Tablet In China appeared first on Lowyat.NET.
( 35
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Leapmotor’s executive director and senior vice president, Li Cao, has shared new images of the upcoming Lafa 5 (B05) Ultra variant on his official Weibo page. The standard variant is set to debut on November 28, while the Ultra variant is scheduled for launch in the second quarter of 2026. As reported before, the Ultra […]
The post Leapmotor Teases Arrival Of New B05 Ultra Variant appeared first on Lowyat.NET.
( 33
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Bill Simmons, Chris Ryan and Cousin Sal reunite to rewatch the 2005 sports-betting thriller Two for the Money (McConaughey, Pacino, Russo). They break down the movie’s juiciest gambling moments, pick their most rewatchable scene and slot it into their signature ranking categories.
Between that classic Monday-night parlay vibe and shout-outs to Subaru’s Share the Love event and State Farm, they also hype up The Ringer’s YouTube channels, merch shop and social handles for all your binge-watching needs.
Watch on YouTube
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Top 7 Featured DEV Posts of the Week
Jess Lee for The DEV Team ・ Nov 25
#top7
#discuss
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Why I Built a useDebounce Custom Hook in Next.js (and Why You Should Too)
Cristina Rodriguez ・ Nov 25
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As a best-selling author, I invite you to explore my books on Amazon. Don't forget to follow me on Medium and show your support. Thank you! Your support means the world!
When I first began building websites, I noticed how often users struggled with slow loading times and unreliable connections. They'd lose their work if the internet dropped, or miss important updates because they weren't constantly checking the site. This frustration led me to explore Progressive Web Applications, or PWAs. These are web applications that behave more like native mobile apps, offering speed, reliability, and engagement directly from a browser. They work on any device and in various network conditions, making the web experience smoother for everyone.
One of the core features that makes PWAs so reliable is se…
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As a best-selling author, I invite you to explore my books on Amazon. Don't forget to follow me on Medium and show your support. Thank you! Your support means the world!
When I first started building web applications, I quickly realized that the way APIs are designed can make or break scalability. APIs act as the bridge between different parts of a system, and if they're not built to handle growth, everything can slow down or even break. Over time, I've learned that certain design patterns help create APIs that scale smoothly with user demand and feature additions. In this article, I'll share seven key patterns that have worked well for me, with plenty of code examples to illustrate each one. My goal is to explain these in a straightforward way, so even if you're new to this, you can foll…
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A post by Vitor Diego Galecki
( 6
min )
A post by Bert De Swaef
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min )
Most people think SEO is all about keywords and content.
Here are a few things I look at during a technical SEO checkup:
🚀 *1. Page Speed*
🔍 2. Crawlability
🧱 4. Indexing Issues
🔗 5. HTTPS & Security
🧩 6. Core Web Vitals
📌 Bottom line:
Technical SEO isn’t about fancy tools — it’s about giving search engines a smooth, error-free path to understand your website.
Fix the foundation, and your rankings grow naturally.
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min )
‘Two for the Money’ With Bill Simmons, Chris Ryan, and Cousin Sal
Bill Simmons, Chris Ryan and Cousin Sal dive into the 2005 sports-betting drama Two for the Money (starring Matthew McConaughey, Al Pacino and Rene Russo), firing up their favorite Monday night parlay to break down all the highs, lows and oddball antics of the film’s gambling world.
After unpacking the movie’s sports-betting mechanics, they each name their most rewatchable scene and—around the 48-minute mark—get into a rapid-fire round of fun categories and rankings only The Rewatchables can deliver.
Watch on YouTube
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Everything Wrong With Mission: Impossible – The Final Reckoning In 27 Minutes Or Less
CinemaSins takes aim at the latest Mission: Impossible, counting up every plot hole, shaky stunt and Tom Cruise’s perpetual flirtation with on-screen death. They admit they still love the series but feel these recent chapters have strayed a bit from the franchise’s glory days.
They also plug their website and social channels—TVSins, CommercialSins, CinemaSins Podcast—plus shout out their writers (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel). Want more? Hit up their sinful poll, Patreon, Discord, Reddit, Instagram, TikTok and even Jeremy’s book.
Watch on YouTube
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Data Science continues to grow, and having the right tools is the key to success.
👉 Read full article on my blog:
https://kazimdigiworld.blogspot.com
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I'm excited to announce the release of Qeltrix V2, a major enhancement to the content-derived encryption container format that brings significant performance improvements and new capabilities while maintaining full backward compatibility with V1 files.
Qeltrix is a Proof-of-Concept command-line utility that creates encrypted, compressed data containers with a unique approach: the encryption key is derived directly from the file content itself. This eliminates the need to store or transfer separate encryption keys, making it ideal for secure archival and data obfuscation scenarios.
Built on modern cryptography (ChaCha20-Poly1305), parallel processing, and a streaming architecture, Qeltrix handles files of any size efficiently.
Version 2 introduces several significant features that improve p…
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Are You Struggling With Amazon Bedrock’s Ultra-Low Quotas on New AWS Accounts? 🤯
Are you hitting painfully low rate limits when running LLMs on Amazon Bedrock from a newly created AWS account? You’re definitely not alone — many developers are discovering that new accounts often start with extremely restrictive quotas, sometimes as low as 2 requests per minute.
Official guidance usually suggests contacting an account manager to escalate your limits, but for startups, hobby projects, or personal experimentation, that path is far from simple.
Since 2024 or maybe 2025, AWS quietly adjusted Bedrock’s default model access for newly created accounts - together with other lower account defaults such as a maximum concurreny of 10 for AWS Lambda. Even when using global endpoints, many fresh accou…
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How I went from ‘barely keeping up’ to shipping production features in hours (no exaggeration)
Quick Disclaimer: I’m a paying Claude Code Max subscriber ($200/month). Everything here comes from real production work. Not sponsored — just a CTO who found techniques that genuinely transformed how I ship code.
Two months ago, I faced a nightmare project: complete backend API refactor, 50+ files to touch, zero room for cascading failures. Timeline? Three weeks. Team already maxed out.
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Everything Wrong With The Wiz In 15 Minutes Or Less rides the buzz of Wicked’s theater comeback by zooming down the yellow brick road to nitpick every plot hole and quirk in the 1978 classic. True to CinemaSins form, it serves up a fast-paced, tongue-in-cheek breakdown of what’s better (or worse) than you remember.
Along the way they drop links to their main site, socials, a fan poll and Patreon, plus a shout-out to the writers, podcast channels and community hubs where you can catch more of their sin-counting antics.
Watch on YouTube
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min )
I just built a startup/SaaS/business idea generator ( 🔗 https://idea-rader.com ) using Google’s AI Studio — and then layered more functionality on top of it to turn it into a full product.
Over the last few days, I’ve been experimenting with how far Gemini’s Build workflow can take an idea from prototype → working tool.
That’s how Idea-Rader was born — a website where you enter your budget, skills, target audience, domain, strengths, investment capacity, and more… and it generates:
🔍 A personalized startup/SaaS/business idea
🛠️ Tech Stack Used:
React + Vite
Firebase Auth, Firestore & Hosting
Razorpay Payments
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A post by Dabwitso Mweemba
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Everything Wrong With KPop Demon Hunters in 16 Minutes or Less is a tongue-in-cheek CinemaSins video tearing into the new K-Pop Demon Hunters flick—packed with their trademark “sins” commentary, a link to the full site, and a cheeky invitation to fill out a poll or support them on Patreon.
They also shout out their writing team (Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel) with social links, plus community hangouts on Discord and Reddit, and additional follow-along channels like TVSins, CommercialSins, Instagram and TikTok.
Watch on YouTube
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min )
When people report bugs or performance problems, developers need more than logs and metrics; they need context. That’s where debugging and session replay tools enter the picture. These platforms log users' interactions, console logs and network activity, giving teams a window into what really happened before the error occurred.
Some popular tools like LogRocket, Sentry, Datadog and FullStory have already established themselves as essential in modern product teams. They give companies the ability to issue track, and this results in better user experiences and the alignment of engineering with design.
But a new player in the space, Multiplayer, is betting on developer-first debugging and visibility, which is based around live collaboration, rich context and without any vendor lock-in.
This a…
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Check out this Pen I made!
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min )
From Interview Task to Production: Building a Security-First DevSecOps Platform
TL;DR
The Assignment: Deploy a simple app to local Kubernetes
What I Built: A production-grade DevSecOps platform with 6-layer security scanning, FinOps cost tracking, GitOps automation, and complete observability
Result: "Opsfolio" - A hands-on demonstration of how I approach real-world infrastructure challenges
🔗 View the complete repository
The Challenge
The Approach
Security Architecture
FinOps: Cost Intelligence
Automation & GitOps
Technical Implementation
Results & Metrics
Key Takeaways
The interview assignment was straightforward:
✅ Set up a local Kubernetes cluster (kind/minikube/k3s)
✅ Create a Dockerfile
✅ Deploy an application
✅ Bonus: IaC, GitOps, semantic versioning
Simple enough. Bu…
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Check out this Pen I made!
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min )
Check out this Pen I made!
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AWS CDK has newly introduced Mixins as a major feature that will become the core of future CDK development, currently available as a Developer Preview.
This feature is expected to significantly change how CDK will be used in the future.
As of November 2025, Mixins is in Developer Preview. Please be aware that the specification and behavior may change significantly in the future.
Mixins is a mechanism for applying composable abstractions to any Construct, regardless of whether it's an L1 or L2 Construct.
It was introduced in CDK v2.229.0, but as of November 2025, it is still in Developer Preview. Not all features are fully available yet, and more functionality and improvements are planned to be added in the future.
This article explains the overview and usage of Mixins in a more accessible …
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If you’re juggling an assignment online about advanced software engineering or preparing real-world projects for your portfolio, check out this resource: Assignment Online
Modern apps — from global chat platforms to live analytics dashboards and multiplayer games — must handle unpredictable traffic, deliver low latency, and survive component failures without downtime. Mastering distributed system design teaches you how to trade consistency for availability, reason about partial failures, and combine multiple technologies into resilient architectures. Employers prize developers who can design systems that continue to work when the network doesn’t.
Distribution & Consistency models
Event-driven architecture & messaging
Microservices & service discovery
State management & storage
Fault tolera…
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CinemaSins drops a 16-minute “Everything Wrong With KPop Demon Hunters” video, poking fun at what a sinning version of that film might sound like—packed with their signature jokes and nitpicks.
The description is basically a self-promo, pointing you to Cinemasins.com, their YouTube channels, a poll, Patreon support, and a whole list of writers and social links (Twitter, Instagram, Discord, Reddit, TikTok, even a book).
Watch on YouTube
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In the high-speed, high-stakes world of modern development, a professional’s worth is measured by two inseparable metrics: the depth of their technical skill and the breadth of their public trust. It is a paradox of the digital age that the very transformation making us better technically (the shift from coder to engineer) must be validated by transparent, human feedback (public review platforms).
My name is Simon Leigh, and as the Director of Pure Reputation, I spend my professional life at the intersection of expertise and trust. The two concepts—internal competence and external accountability—must converge, or the foundation of a career, or an organization, will prove fragile.
We must understand that our professional value chain starts with a profound mindset shift happening within the …
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Generative Simulation Benchmarking for smart agriculture microgrid orchestration with zero-trust governance guarantees
It was during a late-night research session analyzing energy consumption patterns in automated vertical farms that I had my breakthrough moment. While studying the complex interplay between renewable energy sources, crop growth algorithms, and security protocols, I realized that traditional simulation approaches were fundamentally inadequate for modeling the dynamic, multi-agent environment of modern smart agriculture microgrids. My exploration of quantum-inspired optimization algorithms revealed that we needed a paradigm shift—one that could generate realistic simulation environments while maintaining ironclad security guarantees.
During my investigation of agricultural…
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TypeScript’s structural type system is convenient and flexible: two types are compatible when their shapes match.
That convenience can become a problem when you want different domain concepts (e.g. UserId vs ProductId) to be treated as distinct even though both are plain strings or numbers.
This post explains two effective patterns for making types nominal-like in TypeScript: branding (tagged types) and the unique property pattern (using unique symbol).
You’ll get practical code, runtime-friendly factories and guards, and guidance about trade-offs and pitfalls.
Example of the problem:
type UserId = string;
type ProductId = string;
function getUser(id: UserId) { /* ... */ }
const pid: ProductId = "p-123";
getUser(pid); // allowed — but this is probably a bug
Because UserId and ProductId …
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Modern applications often consist of multiple microservices running independently. In this guide, we will deploy two microservices (Node.js + Python Flask) to AWS ECS Fargate, automatically:
Building Docker images
Scanning with Trivy
Pushing to Docker Hub
Deploying to ECS Fargate with Application Load Balancer
Routing paths /users and /orders
All using OpenTofu (Terraform alternative).
microservices-ecs-tofu/
├── services/
│ ├── user-service/
│ │ ├── Dockerfile
│ │ ├── app.js
│ │ ├── package.json
│ │ └── node_modules/...
│ └── order-service/
│ ├── Dockerfile
│ ├── app.py
│ └── requirements.txt
└── tofu/
├── ecs.tf
├── iam.tf
├── network.tf
├── main.tf
├── terraform.tfvars
├── variables.tf
└── scripts/
└── build_scan_…
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‘Two for the Money’ Rewatchables Recap
Bill Simmons, Chris Ryan, and Cousin Sal fire up their favorite Monday night parlay to revisit the 2005 sports thriller Two for the Money (starring Matthew McConaughey, Al Pacino, and Rene Russo). They kick things off with a cold open, dive into the movie’s high-stakes betting dynamics, pick their most rewatchable scene, and roll out their signature rating categories.
Produced by Craig Horlbeck, Chia Hao Tat, and Eduardo Ocampo, this episode is powered by Subaru’s Share the Love® Event and State Farm. Don’t forget to hit up The Ringer’s YouTube channels and social feeds to keep the conversation going!
Watch on YouTube
( 6
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For cross-border e-commerce businesses, the digital marketplace is filled with opportunities, but it also comes with its share of risks. When running an online store that serves customers in different countries, the website is constantly exposed to a range of cyber threats, from bot attacks and credit card fraud to data scraping and denial-of-service (DoS) attacks.
One such e-commerce business, an independent store selling specialized products across multiple countries, faced a growing number of security challenges. After suffering from bot-driven fraud attempts, scraping, and some SQL injection attempts, the owner turned to SafeLine, a self-hosted Web Application Firewall (WAF), to enhance security, regain control, and ensure the integrity of the business. This case study details how Sa…
( 9
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The Crime Scene
It was 2 AM on a Tuesday when my phone exploded with alerts. Our e-commerce platform was dying. Response times had ballooned from 200ms to 45 seconds. The CPU graphs looked like a heart monitor during a cardiac arrest.
I logged in, hands shaking, coffee forgotten. The culprit? A seemingly innocent query:
SELECT * FROM products
WHERE description @@ to_tsquery('wireless bluetooth headphones')
ORDER BY created_at DESC
LIMIT 20;
My "fix" from earlier that day: adding a B-Tree index on the description column.
The problem: I'd brought a lockpick to a safe-cracking job.
This disaster taught me something crucial: PostgreSQL indexes aren't just about "making queries faster." They're specialized tools, each designed for specific types of heists—I mean, queries. Using the wrong …
( 15
min )
Building a Real-Time Crypto Arbitrage Monitoring System
RisingWave Labs ・ Nov 25
#productivity
#bitcoin
#database
#datascience
( 6
min )
Why the Next Unicorns Will Be Built With 5 People and AI
Jaideep Parashar ・ Nov 25
#ai
#productivity
#performance
#devops
( 7
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A practical guide to lazy regex compilation, efficient string manipulation, publishing production-ready Rust crates, and how I discovered that building a Rust and Regex based code library can actually be even more frustrating that it sounded initially - so hopefully my tears will fuel your dev joy.
If I wasn't already bald, the last 5 years of wrangling integrations with AI LLM build outs would have ensured that my trips to the barber were no longer needed. Topping my list of frustrations has been those annoying and ever present AI generated citations. It's gotten to the point that now I picture them smirking as they send me back the response, their GPUs powered by the anger and stress they have figured out how to extract from my 2am rants each time I read their 'reasoning' literally readi…
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Welcome Back, Code Cleaners!
In Part 4, we conquered async/await and error handling. Today, we're tackling something that separates junior developers from senior developers: mastering array methods and immutability.
I once reviewed code with 47 for-loops. Forty. Seven. The file was 800 lines of nested loops, mutated arrays, and index tracking variables. Refactoring it with array methods cut it down to 200 lines—75% less code that was 10x more readable.
Today's Mission:
Replace loops with map, filter, reduce
Master immutable array operations
Avoid mutation bugs
Chain array methods elegantly
Know when NOT to use array methods
Let's transform your loops into clean, declarative code.
The Problem: Manual loops for transforming data are verbose and error-prone.
const users = [
{ name: 'alice…
( 14
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You can debug complex distributed systems. You've optimized algorithms to run in O(log n) time. You understand how neural networks train on backpropagation.
But your resume keeps getting rejected before it reaches a human reviewer.
Here's the frustrating reality: 75% of large tech companies use Applicant Tracking Systems (ATS), and up to 80% of resumes get filtered out before a recruiter ever sees them. Your technical brilliance doesn't matter if your resume can't pass the keyword filter.
The problem isn't your skills. It's that you're optimizing for the wrong system. Most developers treat their resume like documentation- comprehensive, technically precise, focused on implementation details. But Applicant Tracking Systems and recruiters are looking for something different.
This guide shows…
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min )
MAWA - A programming language as simple in syntax as Python but as impressive as Assembler, it could be called Modern Assembler.
Although I have talked about MAWA before, I haven't gone into much detail. In this post, I will discuss it and explain a MAWA command, how it works, and what it does.
For those who did not read the first MAWA post, you can read it at this link: https://dev.to/samuel_leonardo_37aff38b4/mawa-el-lenguaje-de-programacion-del-futuro-2bjh My name is Samuel Leonardo Páez Garzón, I am Colombian, and I am 13.1 years old.
MAWA is a language that is simpler than others, not only in terms of syntax, but also in terms of compilation, being similar to NASM with Assembler.
An example of this is the C or C++ language in low-level mode, which uses a compiler to convert .c or .cpp…
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2025 has been a super productive year for the global freeCodeCamp community. As we start our 12th year as a community, we’re firing on all cylinders, pushing forward more steadily than ever. This year we made substantial improvements to the new Full ...
( 8
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Every app that handles user accounts needs a way to confirm who’s who. That’s what authentication is for, making sure the person using an app is the person they claim to be. But doing this securely is harder than it sounds. Traditional methods often ...
( 15
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Flexbox is a powerful CSS feature that lets you build user interfaces that fit any screen size. freeCodeCamp just published a Flexbox for beginners course where you'll learn the concepts and code syntax by building your own website navigation bar. If...
( 4
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Developers are smart, wonderful people, and they’re some of the most logical thinkers you’ll ever meet. But we’re pretty terrible at naming things 😂 Like, what in the world – out of every other possible name, they decided to name a database after a ...
( 87
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It may seem like everyone is a vibe coder these days, and prompting seemed like it would become the new coding. But is this AI-generated code really deployable? Bragging on social media about a clever script is one thing, but pushing a vibe coded app...
( 12
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If you're learning JavaScript, you've probably heard the term "closure" at some point. In many developers' experience, just hearing this word can trigger anxiety. In nearly 17 years of programming experience, I've noticed that closures are one of the...
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President Donald Trump’s new “Genesis Mission” unveiled Monday is billed as a generational leap in how the United States does science akin to the Manhattan Project that created the atomic bomb during World War II.
The executive order directs the Department of Energy (DOE) to build a “closed-loop AI experimentation platform” that links the country’s 17 national laboratories, federal supercomputers, and decades of government scientific data into “one cooperative system for research.”
The White House fact sheet casts the initiative as a way to “transform how scientific research is conducted” and “accelerate the speed of scientific discovery,” with priorities spanning biotechnology, critical materials, nuclear fission and fusion, quantum information science, and semiconductors.
DOE’s own re…
Earlier in the month, IQOO said that it was bringing the self-named IQOO 15 onto our shores, but fell short of providing a specific date for the event. Until now. The vivo sub-brand has officially confirmed that the phone will launch on 9 December. As a quick primer, the phone is equipped with a Snapdragon […]
The post IQOO 15 Gets 9 December Launch Date In Malaysia appeared first on Lowyat.NET.
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Huawei has unveiled the Mate X7 as its latest foldable smartphone in China, succeeding the Mate X6. Compared to its predecessor, the new handset comes with slightly bigger screens, among other improvements. Starting off with the display, the Mate X7 sports an 8-inch LTPO OLED inner display with a 2,416 × 2,210 pixel resolution. Meanwhile, […]
The post Huawei Mate X7 Debuts In China With 8-Inch Inner Display, 50MP Cameras appeared first on Lowyat.NET.
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ShopeePay is expanding its SPayLater offering with a new financing option aimed squarely at Malaysians looking to buy a motorcycle. Simply known as SPayLater Motorcycle, the service takes the platform’s existing Shariah-compliant installment model and extends it to vehicle purchases, giving users a fully digital and more accessible alternative to traditional bank loans. Through this […]
The post ShopeePay Introduces SPayLater Motorcycle, Offering Shariah-Compliant Bike Financing appeared first on Lowyat.NET.
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The third-generation Range Rover Evoque is set to arrive as a fully electric vehicle built on the Jaguar Land Rover Electrified Modular Architecture (EMA). An electric Evoque was first proposed in JLR’s ambitious Reimagine strategy in 2021. However, the new EV isn’t expected to debut until at least the end of 2027, with customer deliveries […]
The post Next Generation Range Rover Evoque To Be Full-On EV appeared first on Lowyat.NET.
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The SAIC-Audi joint venture brand, AUDI, recently unveiled its E SUV Concept at the Guangzhou Auto Show. According to the automaker, the concept is a preview of the brand’s second model, the AUDI E8 SUV. AUDI, styled in capital letters and without the iconic four-ring logo, is currently a China-only brand and launched in November […]
The post China’s AUDI Unveils E SUV Concept At Guangzhou Auto Show appeared first on Lowyat.NET.
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The JBL Grip is now officially available in Malaysia. Designed for the outdoors, the ultra portable speaker is designed to produce powerful sound while weathering the elements and hard knocks, literally. “The new JBL Grip is your music’s new co-pilot. It is built like a tank, seriously: waterproof, dustproof, and drop-proof (it will survive concrete). […]
The post JBL Grip Now Available In Malaysia; Retails For RM599 appeared first on Lowyat.NET.
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Hyundai’s luxury brand Genesis recently unveiled its first production high-performance model, the GV60 Magma, at the brand’s global Magma world premiere. Alongside the fully electric (EV) crossover SUV, Genesis also showcased the Magma GT Concept, hinting at the future direction of its performance sub-brand. Since the GV60 Magma is based on the standard GV60 EV, […]
The post Genesis Unveils GV60 Magma; Its First High-Performance EV appeared first on Lowyat.NET.
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The government is studying a proposal to introduce a mandatory floor price for courier services, revealed Communications Minister Datuk Fahmi Fadzil via a written reply in Parliament today. He said the idea is still being evaluated through a cost audit and a review of the industry’s pricing structure to ensure any minimum rate would support […]
The post Government Mulls Mandatory Floor Price For Courier Services appeared first on Lowyat.NET.
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It looks like OnePlus is still not done with 2025 yet, as it had just recently revealed three more devices that are coming soon. Slated to launch in select markets next month is the OnePlus 15R, the Pad Go 2, and the Watch Lite. The OnePlus 15R is a new entry to the brand’s current […]
The post OnePlus 15R, Pad Go 2, And Watch Lite Officially Unveiled appeared first on Lowyat.NET.
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A solo Bitcoin miner recently scored a one-in-180 million chance when they got a chance to solve a pretty hefty block. And hefty it was, as their mining efforts netted them a reward of US$270,000 (~RM1.12 million). At the time of writing, the value of a single Bitcoin is currently rated at RM362,944, their earning […]
The post Solo Bitcoin Miner Scores Block Worth US$270,000 appeared first on Lowyat.NET.
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. What’s next for AlphaFold: A conversation with a Google DeepMind Nobel laureate In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from game-playing…
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For decades, business continuity planning meant preparing for anomalous events like hurricanes, floods, tornadoes, or regional power outages. In anticipation of these rare disasters, IT teams built playbooks, ran annual tests, crossed their fingers, and hoped they’d never have to use them. In recent years, an even more persistent threat has emerged. Cyber incidents, particularly…
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My newsletter (Pithy Cyborg | AI News Made Simple) just made it into the top 100 Rising in Tech on Substack. Funny thing is, I don't have any fancy guru or premium badges, lol. At any moment, I half-expect security to show up and kick me out for a lack of credentials. "Sir... we don't accept your kind in here."
PS: My newsletter will not last on the "Rising" list because I totally suck at marketing.
But, I'm very happy at this accomplishment. And, I'm honored that anyone actually reads it.
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1. Thermodynamics Laws: Energy, Momentum, and Entropy in Systems
First Law: Energy Conservation (Momentum Problem)
Core Concept: Energy cannot be created or destroyed, only transformed. Solves the "energy problem" in thermodynamics by addressing insufficient energy extraction from systems through efficient journey optimization.
Problem Formalization:
Linear journey from A to B: Distance = 10 units (e.g., centimeters, meters, kilometers).
Halve the journey (e.g., 10 to 5 meters) to cut time in half.
Warp space-time via a "bubble" (phenomenological/ontological lensing bubble—unpoppable, multi-lensing).
Do half the work twice: Use momentum to overlap segments (two homogeneous functions: H from A to half-B, overlapping to B).
Double energy for instantaneous arrival (light spee…
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Hey everyone 👋
My name is Sebastien Lato and I'm a mobile & web developer (SwiftUI, React, Next.js, Python) building apps, SaaS tools, and open-source projects. I’ll be sharing:
SwiftUI tips & UI patterns
React / Next.js tricks
Indie dev & SaaS progress
App design & architecture breakdowns
Looking forward to connecting with other builders 🚀
Follow me here on DEV or on GitHub: https://github.com/sebastienlato
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Best Picture Power Rankings & the Super-Sincerity of ‘Sentimental Value’ kicks off with Sean and Amanda breaking down the looming Warner Brothers Discovery sale—tossing around potential mergers with Paramount, Comcast or Netflix—before moving on to their baffled take on Colleen Hoover’s new adaptation, Regretting You. They then dig into Joachim Trier’s Sentimental Value, debating why some viewers are moved to tears while others just aren’t feeling it.
In the final segment, Trier himself joins the conversation to reveal how much of his own story is stitched into Stellan Skarsgård’s character, why being a keen observer fuels great character work, and the memorable experience of filming in the very neighborhood he grew up in.
Watch on YouTube
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I processed a real wellness website for the Uno Platform AI Challenge. Click the look to take a look to the website
https://snkwellnesscenter.mystrikingly.com/#home)
1.Clean & Professional Branding
2.Simple, Intuitive Layout
4.Content Clarity
6.Good Use of Visual Hierarchy
Different sections are well separated (about, services, contact), and each block is digestible. The headings, paragraphs, and spacing make scanning the page easy.
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A post by Jeenifer Beezer
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Tired of fighting with API responses in Angular? Discover how to transform your data handling from a maintenance nightmare to a developer's dream.
If you've worked with Angular and APIs, you've likely encountered this familiar frustration:
// ❌ The current reality - dumb data containers
interface User {
id: number;
firstName: string;
lastName: string;
createdAt: string; // Wait, why is this a string?
birthDate: string; // And this too?
status: string;
}
// ❌ Business logic scattered everywhere
@Component({
template: `
{{ getUserFullName(user) }}
{{ isUserActive(user) }}
{{ calculateUserAge(user) }}
`
})
export class UserComponent {
// Why is this logic in my component?
getUserFullName(user: User): string {
return `${user.fir…
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What happens when the perfect prompt is achieved, but the desired outcome is still suboptimal due to biases in the data used to train the AI model? Does this signify the need for a new paradigm in AI development, one that prioritizes data curation over prompt engineering?
Publicado automáticamente
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For years, fintech was seen as a patchwork of separate services: payment processors here, banking APIs there, crypto exchanges somewhere on the side. Each solved a narrow problem, often without deep integration or a shared architecture. But the industry has quietly crossed a critical threshold — it’s no longer a set of tools. It’s becoming an interconnected digital infrastructure layer, and this shift fundamentally changes the developer’s role in fintech.
We’re entering a phase where building financial products looks less like feature development and more like ecosystem engineering. The modern fintech stack increasingly spans payments, identity, compliance automation, real-time risk scoring, blockchain rails, tokenized assets, data streaming, and multi-cloud infrastructure — all operating …
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Yaar, we've all been there - sitting in those endless architecture review meetings where everyone's throwing around buzzwords like "microservices" and "cloud-native," but when push comes to shove, the system crashes during the first demo to client. Sound familiar? Let's cut through the noise and understand what really makes software architecture tick - from managing your team dynamics to building systems that won't give you sleepless nights.
SOFTWARE ARCHITECTURE
|
┌──────────────────────┼──────────────────────┐
| | |
TEAM DYNAMICS TECHNICAL DESIGN QUALITY & PROCESS
| …
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Ethereum ha recorrido un largo camino desde ser “esa blockchain que ejecuta smart contracts”. En 2025, es básicamente la columna vertebral de la mitad de las herramientas con las que los desarrolladores están experimentando: redes L2, zk-rollups, protocolos de restaking, cadenas modulares y un sinfín de nuevos proyectos de infraestructura.
Pero más allá del hype, la razón por la que ETH sigue siendo el favorito de los desarrolladores es simple:
Ya sea que estés creando aplicaciones descentralizadas, trabajando con activos tokenizados o experimentando con integraciones entre IA y blockchain, ETH suele ser el activo más confiable, documentado e interoperable.
🚀 ¿Qué hace que Ethereum siga siendo tan relevante para los desarrolladores?
1. El ecosistema de desarrolladores más sólido
Desde her…
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How I transformed notification logging from a blocking operation to a non-blocking batch system, handling 100,000+ logs efficiently?
After refactoring my Firebase notification service into a queue-based architecture (Part 1) and breaking down the monolith into clean utilities (Part 2), I hit another bottleneck: logging. Saving push notification results to the database was blocking my notification sending pipeline, adding 30-50% overhead to every batch operation.
Here's how I transformed the logging system from a synchronous bottleneck into an efficient asynchronous batch processor that handles 100,000+ logs without breaking a sweat.
In the refactored queue-based system, the flow looked like this:
Query DB → Filter Users → Send Notifications → ❌ WAIT for logs to save → Next chunk
…
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Les développeurs Web3 ont une opportunité unique en 2025. Les entreprises cherchent des solutions plus simples, les utilisateurs veulent de la transparence et les fondateurs early stage cherchent des prototypes rapides. La bonne nouvelle est que beaucoup de projets Web3 utiles peuvent être construits par un seul développeur.
L’accessibilité du marché augmente aussi grâce aux services qui simplifient les interactions avec les actifs numériques. Les paiements crypto, par exemple, deviennent bien plus faciles pour les utilisateurs grâce à des outils comme MoonPay, ce qui permet aux développeurs de créer des produits Web3 plus intuitifs et plus compatibles avec le grand public.
Voici dix idées concrètes que vous pouvez coder cette année.
1. Un explorateur Web3 minimaliste pour débutants
Créer …
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Sean and Amanda dive headfirst into the looming Warner Bros. Discovery sale, debating whether Paramount, Comcast or Netflix will swoop in and what that means for the media landscape. They then shift gears to the baffling new Colleen Hoover adaptation Regretting You, sharing equal parts confusion and curiosity over its surprising twists.
Next up: Joachim Trier’s Sentimental Value. They unpack why some viewers are moved to tears while others remain unmoved, then bring Trier himself on the mic to reveal how much of his own life seeps into Stellan Skarsgård’s character, the art of deep listening in filmmaking, and the nostalgia of shooting in his childhood neighborhood.
Watch on YouTube
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Shipped a tiny tool: Recipe Step Normalizer.
Paste a list of recipe steps → get clean, numbered JSON you can use in code or automation.
Demo: https://recipe-title-normalizer.vercel.app/step-normalizer
Code: https://github.com/FelixJohnsson/recipe-title-normalizer
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As developers, we love clean architecture, elegant APIs, and systems that don’t explode on Sunday nights.
My “crypto-in-everyday-life” journey started when I tried paying for coffee with USDT during a trip. The terminal froze, the barista stared at me like I was trying to pay in ancient runes, and I realized something important:
Crypto works great - as long as your On/Off-Ramp doesn’t betray you.
On/Off Ramps are the invisible plumbing connecting Web3 to real-world payments.
converting crypto → fiat
fiat → crypto
compliance checks
bank integrations
fraud detection
settlement rails
They’re the reason crypto spending feels like normal spending… or like a debugging session gone wrong.
Some exchanges already provide full-scale solutions - crypto payrolls, instant withdrawals, automated convers…
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Fast forward to December 2024: Anna and her co-founder Art Abal just launched Vana—a blockchain that lets people own and monetize their personal data—and it's valued at over $1 billion before even trading publicly.
But here's the twist that makes this story absolutely wild: Anna's bedroom wall didn't have posters of pop stars or athletes. She had a picture of Janet Yellen, the U.S. Treasury Secretary.
This is the story of two Filipino entrepreneurs who met at MIT, worked on data labeling projects in Philippine slums, and decided to build a blockchain that could fight back against Big Tech's data monopoly. And spoiler alert: they just became the 62nd project on Binance Launchpool, with their mainnet launching on December 16, 2024.
Let's dive in.
Anna Kazlauskas came to MIT in 2015 thinking …
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_By: Michael Anggi Gilang Angkasa
🌟Why I Built PQNT
For full repository :
https://github.com/Michael-Obs66/pqnt
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Cross-Modal Knowledge Distillation for smart agriculture microgrid orchestration under multi-jurisdictional compliance
It all started when I was experimenting with multi-modal AI systems for environmental monitoring. I had been working on a project that combined satellite imagery, IoT sensor data, and weather patterns to predict crop yields. During my investigation of knowledge transfer between different AI modalities, I stumbled upon something fascinating: the same techniques I was using to transfer learning between vision and sensor models could revolutionize how we manage agricultural microgrids across regulatory boundaries.
While exploring cross-modal distillation techniques, I discovered that the challenge wasn't just about transferring knowledge between different data types, but ab…
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Modern teams can resolve production issues faster by connecting Xperience by Kentico with n8n and AI coding agents. The goal is simple: capture errors, route them to an orchestrated workflow, classify root causes, and draft fixes as governed pull requests. Keep humans in control, protect secrets, and maintain a complete audit trail. 💡🛠️🔒
This post lays out a practical architecture for software engineers, DevOps practitioners, and solutions architects. It covers event collection, scheduled forwarding, n8n orchestration, AI triage, GitHub automation, and governance. The design emphasizes human-in-the-loop, security, and observability at every step. Why this matters, you get speed without losing control. 🙂📈
Event capture in Xperience by Kentico via the built-in event log. ✅
Scheduled tas…
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Everything Wrong With The Wiz In 15 Minutes Or Less
With Wicked back in theaters, the CinemaSins team takes a quick spin down the yellow brick road to pick apart the 1978 classic The Wiz in their trademark snarky style—all under 15 minutes.
They also plug their full slate of social handles, from YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork) to Twitter, Instagram, TikTok, Discord, Reddit, a sinful poll and Patreon support, while giving a shout-out to their writing squad.
Watch on YouTube
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TL;DR
Cinemasins just dropped “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a rapid‐fire, tongue‐in‐cheek rundown of every nitpickable moment in the movie, complete with their trademark witty jabs and “sins” count.
They’ve also spammed the linktree with their other YouTube channels (@TVSins, @commercialsins, @CinemaSinsPodcastNetwork), a sinful poll, Patreon support, and a full list of writers and social links (Twitter, Instagram, TikTok, Discord, Reddit) for diehard fans to follow.
Watch on YouTube
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Click here to open patent link
More than a decade ago, while leading a team at IBM, I co-authored and successfully prosecuted U.S. Patent 8,635,366 — “Communication Routing” — a foundational invention in context-aware communication systems.
The goal was simple yet visionary: connect people through the right device at the right time — without GPS or invasive tracking.
Back then, GPS was expensive, unreliable indoors, and privacy concerns were rising. Our patented method used existing enterprise access control data (badge swipes) to infer location and route calls — a low-cost, privacy-first alternative that predated modern AI presence systems by nearly a decade.
Key Innovation (Claim 1): “Routing communication to an individual by identifying current location from access control information.…
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Part 1: Decision-Making, Architecture, and Problem Solving
Executive Summary
whether to use AI—it’s how intentionally you use it while preserving engineering judgment.
As a senior backend engineer working with Laravel and distributed systems, I’ve spent the past couple of months developing a structured AI-assisted workflow. The outcome?
✔️ 70% faster execution on delegated tasks
✔️ Zero compromise on architectural or business logic integrity
✔️ Cleaner design decisions backed by structured reasoning
This framework is not about replacing human engineers. It’s about establishing a hybrid model where AI accelerates mechanical execution, and engineers lead architecture, decision-making, and correctness.
I wasn’t always this disciplined. When I first started using AI, I treated it like a magic …
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A post by Sumit kumar
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A post by DenisC
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TL;DR
CinemaSins takes on KPop Demon Hunters in a rapid‐fire 16-minute “Everything Wrong With…” roast, poking fun at the movie’s plot holes, over-the-top demon battles and K-pop flair with their signature sin count.
They also plug their website and YouTube channels (@TVSins, @commercialsins), a fan poll, Patreon support, and drop all their writers’ social handles plus Discord, Reddit, TikTok and Instagram links for anyone who wants more behind-the-scenes shenanigans.
Watch on YouTube
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Welcome Back to Clean Code!
In Part 1, we conquered naming. In Part 2, we mastered functions. Today, we're unleashing the modern JavaScript features that will make your code shorter, cleaner, and more expressive.
I once reviewed code that had 15 lines of defensive null checking:
if (user && user.address && user.address.location && user.address.location.city) {
console.log(user.address.location.city);
}
With optional chaining, it became one line:
console.log(user?.address?.location?.city);
Today's Arsenal:
Destructuring (unpack data cleanly)
Template Literals (readable string formatting)
Optional Chaining (safe property access)
Nullish Coalescing (better defaults)
Spread Operator (immutable operations)
Let's dive in!
The Problem: Accessing nested properties is verbose and repetitive.
…
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Headscale is an open-source server that works like Tailscale's control server. You can run it yourself instead of using Tailscale's hosted service. This gives you full control over your VPN network without device limits or subscription fees. Here's how to set it up and connect your devices.
Tailscale is a VPN built on WireGuard. It works like other mesh VPN tools such as Netmaker. Tailscale runs WireGuard in user space, while Netmaker uses kernel-space WireGuard. This means Tailscale has slightly lower performance than kernel-space solutions. But it's still much faster than OpenVPN and easier to use.
Here's what makes Tailscale useful:
Simple setup:
No firewall configuration needed.
Easy network setup.
Security:
Automatic key rotation.
End-to-end encryption by default.
Ac…
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Introduction
Do you experience this every time you write HTTP requests?
// Configuration is too complex...
const response = await axios.post('https://api.example.com/users', data, {
headers: {
'Content-Type': 'application/json',
'Authorization': `Bearer ${token}`
},
timeout: 5000,
httpsAgent: new https.Agent({
rejectUnauthorized: false // Writing this for self-signed certificates every time...
})
});
const user = response.data; // Why do I need to write .data every single time?
// Error handling is a nightmare
try {
await axios.get('/api/data');
} catch (error) {
// error.response?.data?.message? error.response?.status? error.config?.url?
// Always checking docs to find where things are...
console.log('Status:', error.response?.status);
console.log('Mes…
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The Ultimate Guide to AI-Powered Marketing Automation: Building Autonomous Systems That Convert
Introduction: The Dawn of Autonomous Marketing
The strategies outlined in the Test Marketing Book are already being adopted by leading product developers to significantly reduce launch risk. Learn more →
The landscape of business is changing faster than ever, driven by two powerful forces: marketing automation and Artificial Intelligence (AI). For years, businesses have relied on automation to handle repetitive tasks—scheduling emails, posting social media updates, and segmenting basic lists. But true transformation requires moving beyond simple efficiency. It demands autonomy.
This guide is not about setting up another drip campaign. It’s about building a self-optimizing, intellig…
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The Ultimate Guide to Autonomous Marketing: How AI, Automation, and Strategy Drive Exponential Growth
Introduction: The New Dawn of Marketing Efficiency
The strategies outlined in the Test Marketing Book are already being implemented by leading startups to validate new product launches. Learn more →
For decades, marketing has been a game of intuition, effort, and often, educated guesswork. We’ve chased trends, optimized campaigns manually, and spent countless hours analyzing data that was often outdated before the coffee got cold.
But the rules have changed.
We are standing at the precipice of a revolution—a shift from reactive, labor-intensive marketing to proactive, intelligent, and truly autonomous marketing. This isn't just about scheduling social media posts or setting u…
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I’ve spent the last few months poking at public websites that belong to small U.S. towns, school districts and counties. Not as an attacker, but as the guy who built a small open‑source scanner called CivicMeshFlow.
Most of these sites sit on old PHP stacks and very tired CMS installs. Nobody gets promoted for "fixing security headers", and budgets are usually eaten by whatever crisis is happening this month.
Still, these sites handle real people’s data. So I started running systematic scans, keeping notes as I went.
Very quickly a pattern showed up: different vendors, different designs, but the same security mistakes repeating everywhere.
This post is basically my field notes. If you’re responsible for a public‑facing municipal site and only have an hour here and there, this should give y…
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Unlocking Soccer Secrets: AI-Powered Play Analysis from Broadcast Footage
\Imagine trying to decipher the complex strategies of a soccer match just by watching the broadcast. It's like trying to understand a symphony by only hearing individual instruments – you miss the overall harmony. Current AI struggles to reliably extract play-by-play data from video, hindering deeper tactical insights.
But what if AI could understand the 'why' behind every pass, every tackle, every run? The key lies in combining computer vision with tactical understanding. Imagine a system that not only recognizes player actions but also interprets them within the context of the game's strategic flow.
This new approach uses 'tactical priors' – knowledge of common formations, player roles, and strategic patterns – t…
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Recent developments include the launch of Confidential Compute Open Network (COCOON) and the integration of tokenized US stocks and digital collectibles.
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A surge in institutional and retail demand has pushed CME’s crypto average daily volume up 132% year-over-year, with open interest climbing 82%.
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The recovery lifted BNB above multiple resistance zones, but the relatively low volume behind the move may limit follow-through as traders watch the $870 level.
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The event is being called its biggest software upgrade yet, which boosts the network’s capacity and improves token economics.
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Network fundamentals improved alongside price action as token demonstrated resilience following recent consolidation period.
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Volume surge validates advance despite token's underperformance versus broader crypto market rally.
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With XRPZ debuting on NYSE Arca, Franklin becomes the latest financial heavyweight betting on crypto’s future in global payments.
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The price of bitcoin jumped back above $87,000 and crypto miners with a focus on AI/high-performance computing are surging.
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The advance occurred alongside a rally in data center and high-performance computing stocks.
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Soft demand, low volume and concerns over token distribution weighed on early market sentiment.
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The $0.1495 resistance level remains a significant barrier, while $0.144 serves as the last short-term support.
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The bitcoin price drop to $80,000 last week reflected a mix of macro pressure, fading regulatory momentum and thinning liquidity that has tested bitcoin’s maturity.
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Traders should watch for potential breakdowns below $2.03, which could lead to further declines toward $1.91.
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Tom Lee's company increased its crypto holdings last week despite sitting on around $4 billion in unrealized losses on its ETH bet.
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Cronos (CRO) was also a top performer, rising 9.7% over the weekend.
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The total supply of MON is 100 billion tokens, with 10.8% currently unlocked and in circulation.
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Crypto is stuck in a second-year post-halving slump, with ETF outflows and jittery long-term holders pushing bitcoin toward the bank’s bear-case outlook.
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The latest crypto slide has created an attractive entry point for the two companies' stocks, with core USDC and bitcoin theses still intact.
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The company's stock valuation sits near cycle lows as index exclusion chatter grows.
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The bank sees new upside for bitcoin miners as HPC partnerships reshape the sector.
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The deal between Upbit and Naver was reported in September, with suggestions that the former's parent Dunamu would be brought under Naver's financial arm.
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Enlivex Therapeutics is raising $212 million to invest in RAIN, the token of a blockchain-based prediction market, which will become its main treasury reserve asset.
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Your day-ahead look for Nov. 24, 2025
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Revolut is growing its crypto offerings, including a recent partnership with Polygon Labs and a MiCA license to offer crypto services across Europe.
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Bitcoin’s struggle to reclaim the $90,000 range leaves the broader crypto market vulnerable, with altcoins suffering sharp liquidity-driven underperformance.
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Rising margin bitcoin longs show confidence despite bitcoins ongoing correction.
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The EU’s central bank says stablecoins draw value from eurozone banks and could pose a risk to global financial stability.
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Underground activity expands as cheap power, miner demand and softer policy signals support a renewed mining push in key provinces in China.
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Animoca Brands received in-principle approval from Abu Dhabi’s FSRA to operate as a regulated fund manager within ADGM.
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Your look at what's coming in the week starting Nov. 24.
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Thailand-based Bitkub is considering an IPO in Hong Kong to raise approximately $200 million.
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The $80K BTC put is now the most popular options play on Deribit.
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DOGE – the memecoin – edged past the CoinDesk 20 and the CoinDesk memecoin index as the White House announced Elon Musk's government efficiency initiative is to shutter.
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The U.S.-listed spot bitcoin ETFs saw a record $40 billion in trading volume last week, with IBIT leading the way.
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Anthropic released its most capable artificial intelligence model yet on Monday, slashing prices by roughly two-thirds while claiming state-of-the-art performance on software engineering tasks — a strategic move that intensifies the AI startup's competition with deep-pocketed rivals OpenAI and Google.
The new model, Claude Opus 4.5, scored higher on Anthropic's most challenging internal engineering assessment than any human job candidate in the company's history, according to materials reviewed by VentureBeat. The result underscores both the rapidly advancing capabilities of AI systems and growing questions about how the technology will reshape white-collar professions.
The Amazon-backed company is pricing Claude Opus 4.5 at $5 per million input tokens and $25 per million output tokens — a…
Microsoft has introduced Fara-7B, a new 7-billion parameter model designed to act as a Computer Use Agent (CUA) capable of performing complex tasks directly on a user’s device. Fara-7B sets new state-of-the-art results for its size, providing a way to build AI agents that don’t rely on massive, cloud-dependent models and can run on compact systems with lower latency and enhanced privacy.
While the model is an experimental release, its architecture addresses a primary barrier to enterprise adoption: data security. Because Fara-7B is small enough to run locally, it allows users to automate sensitive workflows, such as managing internal accounts or processing sensitive company data, without that information ever leaving the device.
How Fara-7B sees the web
Fara-7B is designed to navigate use…
React simplifies building user interfaces with hooks like useState for managing dynamic values. But it's common to overuse useState. This often leads to duplicated data and unnecessary complexity. For instance, you might store a full name in state wh...
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Welcome back to The State of AI, a new collaboration between the Financial Times and MIT Technology Review. Every Monday, writers from both publications debate one aspect of the generative AI revolution reshaping global power. In this week’s conversation MIT Technology Review’s senior reporter for features and investigations, Eileen Guo, and FT tech correspondent Melissa…
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In 2017, fresh off a PhD on theoretical chemistry, John Jumper heard rumors that Google DeepMind had moved on from building AI that played games with superhuman skill and was starting up a secret project to predict the structures of proteins. He applied for a job. Just three years later, Jumper celebrated a stunning win…
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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Meet the man building a starter kit for civilization You live in a house you designed and built yourself. You rely on the sun for power, heat your home with a woodstove, and…
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Honda Malaysia may have teased the 2026 Prelude in a recent social media video, showing a quick glimpse of the rear and hinting at a possible local debut. Previously, the sports coupe was only displayed at KLIMs 2024. Back in September, the Honda Prelude was launched in Japan, where it is offered in two variants, […]
The post Honda Malaysia Teases Possible Debut Of 2026 Prelude appeared first on Lowyat.NET.
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Back in August, YTL launched Ryt Bank as the nation’s first AI-powered digital bank. Among the perks introduced at launch include an interest rate of up to 4% per annum, which the bank has now decided to retain. Aside from that, the bank is offering new rewards and perks for its customers. Starting 1 December […]
The post Ryt Bank Retains 4% p.a. Interest Rate; Introduces Rewards For December appeared first on Lowyat.NET.
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realme has officially launched its GT 8 Pro flagship smartphone series in Malaysia, making it the latest addition to the growing list of Snapdragon 8 Elite Gen 5 devices available locally. Unlike the series’ initial debut in China back in October, it looks like we won’t be getting the non-Pro model here. Fortunately, given that […]
The post realme GT 8 Pro Launches In Malaysia; Starts From RM4,299 appeared first on Lowyat.NET.
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Grab Malaysia is rolling out a new Book Table feature, tailored for customers who want to Dine Out. In short, the app now allows you to make a reservation at participating restaurants via the Grab app. The function of Book Table is pretty much self-explanatory. You open the app, tap on the Dine Out option, […]
The post Grab Rolls Out New Book Table Feature For Dining Out appeared first on Lowyat.NET.
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BYD has officially previewed the Yangwang U9 Extreme at the ongoing 2025 Auto Guangzhou revealing that the electric hypercar is limited to just 30 units. The U9 Extreme has already made headlines by shattering records at the Automotive Testing Papenburg site and at the iconic Nürburgring track, reaching a top speed of 496.22 km/h. As […]
The post BYD Unveils Yangwang U9 Extreme; A 3,000hp Electric Hypercar appeared first on Lowyat.NET.
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The ASUS ROG Matrix GeForce RTX 5090 will be making its way to our shores this December. Announced back in August of this year, the card is the brand’s second souped-up version of NVIDIA’s flagship Blackwell GPU. Running through its specs quickly, the ROG Matrix RTX 5090 features 32GB GDDR7 graphics memory, along with a […]
The post ASUS ROG Matrix GeForce RTX 5090 Landing This December In Malaysia appeared first on Lowyat.NET.
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Touch ‘n Go (TnG) eWallet operator TNG Digital has announced that it is extending the cashback campaign for the platform’s Visa Travel Card. Initially set to end by late 2025, the promotion will now end on 31 December 2026 – giving users another whole year to enjoy the benefits provided. Speaking of which, as revealed […]
The post TNG Digital Extends Visa Travel Card Cashback Campaign To 31 December 2026 appeared first on Lowyat.NET.
( 34
min )
The off-roading marque Jeep has unveiled the fully electric Recon, which the brand claims is its only “Trail Rated” EV SUV. The model will be offered in two variants: the standard trim and Moab trim. Design-wise, the electric Recon features an illuminated seven-slot grille upfront, complemented by U-shaped daytime running lights and a full suite […]
The post Jeep Unveils The Recon; First Fully Electric Trail-Rated SUV appeared first on Lowyat.NET.
( 36
min )
A company in Shanghai, China recently came under fire over an ownership dispute between it and one of its interns – the latter won an NVIDIA GeForce RTX 5060 in a raffle event, which the former claims belongs to them, stating that the incident occurred on its dime. Here’s what happened: On 14 November, the […]
The post A Chinese Intern Quit Their Job Over An NVIDIA RTX 5060 They Won During A Business Trip appeared first on Lowyat.NET.
( 35
min )
Earlier this year, Digital Extremes announced that it will begin the Android Closed Beta for Warframe. At the time, there had been no confirmed date for the beta, with the developer only mentioning that it is coming this fall. Now, the company has announced that the Warframe Android Closed Beta will begin this week, on […]
The post Warframe Android Closed Beta To Start 28 November appeared first on Lowyat.NET.
( 34
min )
The US’ Trump administration is reportedly considering the possibility of allowing NVIDIA to sell its H200 AI chips to China. Supposedly, the consideration is being mulled over as a part of a bilateral detente to boost prospects for exports of advanced US technology to the Asian powerhouse. “The administration is committed to securing America’s global […]
The post US Government Floats Possibility Of Selling NVIDIA H200 AI Chips To China appeared first on Lowyat.NET.
( 34
min )
Qualcomm has confirmed that Android’s upcoming Quick Share compatibility with Apple’s AirDrop won’t be limited to Google’s Pixel 10 phones. In a post on X, the chipmaker said it “can’t wait for people to use this once enabled on Snapdragon in the near future,” effectively signalling that a wide range of Snapdragon-powered devices will eventually […]
The post Qualcomm Confirms Snapdragon Devices Will Support Quick Share-To-AirDrop appeared first on Lowyat.NET.
( 34
min )
Why a Regression Coefficient Can Turn Negative When the Bivariate Relationship Is Clearly Positive
One plot that instantly breaks every intuition you had about regression coefficients.
Take a good look at that green line sloping down.
That single line is the clearest proof you’ll ever see that regression coefficients can lie — beautifully — when multicollinearity is severe.
One of the deepest and most frequently misunderstood concepts in multiple linear regression:
The regression coefficient is not the simple bivariate slope.
partial effect of that variable while holding all other predictors constant.
When severe multicollinearity exists, "holding all other predictors constant" becomes a counterfactual — often physically impossible — scenario. In such cases, the sign of the coefficient …
( 8
min )
The Pedantic Defense: How 'Legal' Gatekeeping Violates the Spirit of Open Source
A response to a common, yet misguided, justification for walled gardens in open-source projects.
Recently, I raised concerns about the open-source project, Archi, and its scripting plugin, jArchi. Both use the permissive MIT license, yet their maintainers engage in practices like geoblocking, paywalling support, and banning users—not only for VPN use but even for attempting to access download links from multiple IP addresses.
The core defense offered by a project member or loyalist was a pedantic one, posted on Reddit. The ensuing discussion led to the complete removal of my post by moderators.
"Neither their website, nor plugins or the support forum are covered by a software license. Moreover, they are not …
( 8
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is a YouTube video by CinemaSins that playfully rips into the film “KPop Demon Hunters.” The description is mostly a link roundup—directing viewers to CinemaSins’ website, various YouTube channels, social media profiles, a fan poll, their Patreon, and a list of the writers and contributors behind the video.
Watch on YouTube
( 6
min )
📊 O que são Core Web Vitals?
Core Web Vitals são métricas essenciais definidas pelo Google para medir a experiência do usuário em websites. Elas impactam diretamente o SEO e o ranking do site nos resultados de busca.
(Maior Renderização de Conteúdo)
O que mede: Tempo para carregar o maior elemento visível na tela
Metas de Performance:
🟢 4s - Ruim
Elementos comuns: Imagens hero, banners, blocos de texto grandes
(Atraso da Primeira Interação)
O que mede: Tempo entre a…
( 10
min )
Error Handling in React with react-error-boundary
Aurora Scharff takes a detailed look at using react-error-boundary to prevent full app crashes when React components throw errors. She explains three ways to show fallback UIs, where to strategically place boundaries at route or feature levels, and how to handle async errors using the useErrorBoundary hook or React 19’s automatic error boundary integration with Actions and useTransition
State of React 2025
The State of React Survey is now open! Test your React knowledge and share your insights to help track which APIs and libraries are really catching on across the ecosystem. I'd appreciate it a lot if you could take a moment to pick Next.js Weekly as one of your go-to resources.
If you wanna get these updates in your inbox every week, …
( 8
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less is CinemaSins’ latest rapid-fire roast of the fun, over-the-top demon-hunting musical. In under 16 minutes they tally every trope, plot hole and eye-roll-worthy moment, all while cracking jokes and keeping the pace lightning-fast.
On top of the sinning, they drop links to their socials, invite you to join polls and Discord, plug Patreon support, and give shout-outs to the writers behind the mayhem. It’s a cheeky, self-aware send-up that’s part critique, part variety show.
Watch on YouTube
( 6
min )
Introducing YasuiJS — A Modern, Minimal REST Framework for Any Runtime
Thomas BARKATS ・ Nov 6
#typescript
#webdev
#backend
#api
( 6
min )
If you work with Entity Framework Core long enough, you’ll eventually hit the “migrations wall”:
“The contextual keyword 'var'…“? No.
“Cannot drop database because it is currently in use”? Sometimes.
But more often it’s one of these three classics:
“Your startup project doesn’t reference Microsoft.EntityFrameworkCore.Design”
“The Entity Framework tools version 9.0.5 is older than runtime 10.0.0”
“Your target project TechNotes doesn’t match your migrations assembly TechNotes.Infrastructure”
The good news: these errors are 100% normal in real-world, multi-project solutions—and they’re also 100% fixable once you understand what EF Core is trying to tell you.
This post is a copy‑paste‑ready troubleshooting guide you can keep open in your terminal while you work.
Design‑Time Package Missin…
( 11
min )
The Purpose:
Credit card information
SSNs/TaxIDs
Email addresses
Access Tokens/API Keys
Customer IDs
Session identifiers
If these logs reach Splunk, ELK, CloudWatch, S3, or shared storage without redaction, companies can violate PCI DSS, GDPR, HIPAA, SOX, CCPA, and internal info-sec policies.
Goal:
This Gives:
🔒 Security (no raw PII/PCI stored in logs)
Why Aho–Corasick for Log Interception?
Regex is powerful but slow — especially when scanning logs with 50+ sensitive patterns.
Aho–Corasick builds a finite automaton (trie + failure links) that searches all patterns simultaneously.
Benefits:
If your application handles millions of log lines an hour, Aho–Corasick might be helping hand here, consuming fewer resources.
Architecture
Implementation
Adding the dependencies:
<gro…
( 8
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less
CinemaSins dives into the neon-soaked world of KPop Demon Hunters, rattling off every quibble, plot hole and eyebrow-raising moment in under 16 minutes—complete with their trademark snark and “sins” tally.
Along the way they plug their main site and socials (YouTube channels, Discord, Reddit, TikTok, Instagram), invite you to fill out a quick poll, and encourage adoring fans to fuel the sin machine on Patreon.
Watch on YouTube
( 6
min )
Do companies usually provide their API documentation (Swagger/OpenAPI, etc.) to third-party companies, like integration providers or tools that plug into their system?
If so, is it usually complete, or are parts commonly restricted?
( 6
min )
🔗 Original article in Spanish:
https://dev.to/chainiz/crea-tu-propio-chat-con-claude-en-aws-bedrock-usando-aws-cdk-guia-paso-a-paso-para-principiantes-20ag
Learn how to build and deploy a serverless AI chat application powered by Claude 3.5 Sonnet (Anthropic) on AWS Bedrock, using AWS CDK (Python) — from scratch.
Perfect for beginners exploring AWS, Infrastructure as Code, and generative AI development in the AWS ecosystem.
In this hands-on project you will deploy:
A Lambda function that invokes Claude 3.5 on AWS Bedrock
A REST API built with API Gateway (/chat)
A static web chat interface hosted on S3
Fully automated provisioning using AWS CDK (Python)
This tutorial gives you a complete end-to-end AI application running in minutes.
Make sure you have:
AWS account with Bedrock model acces…
( 8
min )
The 'Slow Productivity' Revolution: Why Doing Less is the Key to Achieving More in the Age of AI
The promise of Artificial Intelligence was a future of unparalleled efficiency—a world where technology would handle the mundane, freeing humanity for strategic, creative, and high-impact work. Yet, for many organizations, the reality has been the opposite. Instead of liberation, AI has often ushered in an era of hyper-acceleration, a relentless demand for more output, faster decisions, and an "always-on" culture that is leading directly to a new, insidious form of exhaustion: AI burnout.
At Veltrex Labs, we stand at the intersection of technological innovation and human potential. We’ve guided countless industry leaders through digital transformation, and we’ve seen this paradox firsthand. T…
( 11
min )
Kirby Air Riders’ “Starlit Journey” Breakdown
8bitMusicTheory dives into Kirby Air Riders’ main theme, “Starlit Journey,” and shows why it’s pure joy from start to finish. You’ll get a timestamped tour through the upbeat intro, catchy verse, soaring chorus, playful bridge and triumphant final choruses—plus a heartfelt outro about loving music.
Want more deep dives (and cool swag)? Hit up the Patreon, merch store, Discord server or follow on Twitter for all the 8bitMusicTheory goodness.
Watch on YouTube
( 6
min )
CinemaSins just dropped “Everything Wrong With The Wiz In 15 Minutes Or Less,” poking fun at every misstep, musical hiccup and costume quirk in The Wiz—just in time for Wicked’s big-screen comeback. Expect rapid-fire snark, sin counters and plenty of “how did that even make it into the movie?” moments.
They’ve also thrown in all their social links (YouTube channels, Discord, Reddit, Instagram, TikTok), a sinful poll to hear your hot takes, and a Patreon shout-out if you want to keep their tiny team in business.
Watch on YouTube
( 6
min )
TL;DR CinemaSins just unleashed their signature “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” dishing out cheeky “sins” and playful jabs at the film while dropping links to their main site, YouTube channels (@TVSins, @CommercialSins, @CinemaSinsPodcastNetwork) and a quick poll so fans can chime in.
The sinful squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—also invite you to join their Discord and Reddit communities, follow on Instagram and TikTok, grab Jeremy’s book, and maybe support the team on Patreon for more behind-the-scenes fun.
Watch on YouTube
( 6
min )
This article systematically breaks down the complete implementation of Nginx TCP Layer 4 port proxy and mTLS mutual encryption authentication. It covers core technical principles (TLS/mTLS mechanisms), certificate generation (root CA/server/client workflows), Nginx configuration (Stream module, SSL parameter optimization), and function verification (valid/invalid connection testing) with practical commands. It helps DevOps engineers and developers quickly build secure communication channels, addressing risks like data leakage and unauthorized access in traditional proxy architectures, suitable for encrypted proxy scenarios of TCP services such as Redis and databases.
Source of the article:# NGINX Technical Practice: Configuration Guide for TCP Layer 4 Port Proxy and mTLS Mutual Encryption …
( 13
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
O Angular v21 não é apenas sobre Signals e performance Zoneless; ele marca o início de uma nova era focada na Developer Experience impulsionada pela Inteligência Artificial. A peça central dessa revolução é o MCP Server, uma ferramenta que promete mudar a forma como interagimos com o framework e o CLI.
Se o primeiro artigo foi o seu guia para as features imediatas (Signal Forms), este é o seu mapa para o futuro do desenvolvimento Angular, focado em arquitetura e produtividade de alto nível.
Neste guia, você aprenderá:
O que é o MCP Server e qual seu papel no ecossistema Angular.
Como configurá-lo corretamente no seu projeto.
As melhores práticas para usá-lo em cenários práticos de code generation e refatoração.
1. O Que É o MCP Server? (Managed Code Provider)
O MCP Server…
( 9
min )
Introduction
In this tutorial, you'll learn how to build a fully serverless notes application using AWS services. By the end, you'll have a production-ready app with user authentication, a REST API, and a NoSQL database—all without managing a single server.
What we're building: A notes app where users can create, view, and delete notes with secure authentication.
Tech Stack:
AWS Amplify - Frontend hosting
Amazon Cognito - User authentication
API Gateway - REST API endpoints
AWS Lambda - Serverless functions
DynamoDB - NoSQL database
Prerequisites:
AWS account
GitHub account
Basic knowledge of React/JavaScript
Basic understanding of REST APIs
Architecture Overview
Before we dive into implementation, let's understand how these services work together:…
( 20
min )
CinemaSins just unleashed Everything Wrong With The Wiz In 15 Minutes Or Less, throwing shade at the 1978 Wizard of Oz spin-off now that Wicked is back in theaters. They break down every facepalm moment and absurdity with their classic snark, promising more sins than you remember.
Of course, they’ve also stacked the description with plugs—links to other YouTube channels, a sinful poll, Patreon support options, Discord and Reddit communities, plus social handles for Jeremy, Aaron, Deneé, and the rest of the sin squad.
Watch on YouTube
( 6
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less has CinemaSins unleashing its trademark roast on the new K-Pop demon-slaying extravaganza. In a rapid-fire 16-minute clip, they gleefully tally up every plot hole, cheesy line and over-the-top action beat, all with their classic snarky flair.
Of course, they pepper in links to their main site, Patreon, poll and social hangouts (Discord, Reddit, TikTok, Instagram), plus shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—so you can keep the sinning party going well beyond the video.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
A post by Anna Villarreal
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
I just published a complete guide on how to use React’s useRef hook, including DOM access, timers, previous values, performance tips, and common mistakes to avoid.
If you want to truly understand how useRef works and when to use it (or not), this guide will help.
👉 Read the full tutorial:
https://www.djamware.com/post/692279c330ad2067aaacd5bf/react-useref-explained-with-realworld-examples
( 6
min )
🚀 SaijinOS Series Navigation
Part
Title
Link
🤝 9
Multi-Persona Co-Creation Protocol
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-9-multi-persona-co-creation-protocol-2bep
🕊️ 10
Pandora System
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-10-pandora-system-transforming-fractured-personas-into-hope-4l83
🌐 11
Concept-Life Architecture
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-11-concept-life-architecture-core-foundations-2n29
🌑 12
Silent-Civ Architecture (Future Edition)
https://future.forem.com/kato_masato_c5593c81af5c6/saijinos-part-12-silent-civ-architecture-19ed
🌒 12-2
Informational Units
https://open.forem.com/kato_masato_c5593c81af5c6/silent-civ-part-13-section-12-2-fundamental-informational-units-mapping-the-civilization-into-2khh
…
( 8
min )
AI vs God: The Ultimate Guide to Discerning Divine Wisdom in the Age of Artificial Intelligence
Introduction: The Crossroads of Command and Communion
We stand at a precipice. Technology, once a tool, now feels like a constant companion, offering instant answers and unprecedented convenience. At the heart of this digital revolution is Artificial Intelligence (AI)—a powerful force that promises to solve our problems, guide our decisions, and even predict our futures.
Every day, millions of people turn to AI, typing prompts into a luminous screen, expecting immediate, accurate results. But this reliance is creating a profound, often subtle, spiritual shift. As the world increasingly seeks guidance through algorithms, the ancient practice of seeking divine wisdom through prayer is…
( 13
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
TL;DR
CinemaSins is back with their signature snark in “Everything Wrong With The Wiz In 15 Minutes Or Less,” riffing on The Wiz now that Wicked is back in theaters. Expect tongue-in-cheek “sins,” pokes at plot holes and musical quirks, plus plugs for their website, socials, a sinful poll and Patreon support.
The video was cooked up by writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and you can catch more CinemaSins antics on their YouTube spinoffs, Discord, Reddit, Instagram and TikTok.
Watch on YouTube
( 6
min )
Summary
CinemaSins takes on KPop Demon Hunters, roasting every plot hole, cheesy line and over-the-top moment in their classic “Everything Wrong With…” style—cramming all the nitpicks into just 16 minutes. Along the way, they drop sin counts, crack jokes, and blend K-Pop action with their signature snark.
Fans can dive deeper via their website and Linktree for more videos, join the conversation on Discord and Reddit, fill out a fun poll, or support the team on Patreon. Plus, you’ll find links to all the writers’ social handles, Jeremy’s new book, and CinemaSins on Instagram and TikTok.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Imagine hiring a tutor who is brilliant, but occasionally just makes things up. You wouldn't trust them, right?
( 6
min )
From Weeks to 15 Minutes: How We Built a Data Migration System That Changed Everything
HarshKumar Jha ・ Nov 22
#data
#datamigration
#technology
#startup
( 6
min )
I Built a System That Found $663K in Lost Revenue
Here's the Complete Technical Breakdown
Last month, I deployed an automated revenue leakage detection system for a B2B SaaS company.
The result: $663,000 recovered in the first year.
Today I'm sharing the complete technical architecture, code, and lessons learned so you can build this yourself.
The Problem
System Architecture
Tech Stack
Database Schema
Detection Logic
n8n Workflows
Implementation Guide
Results
Lessons Learned
B2B SaaS companies with usage-based pricing face systematic revenue leakage:
1. Outdated Pricing
Customer signed up in 2022 at $99/month
Pricing increased to $149/month in 2023
Customer never migrated
Loss: $50/month per customer
2. Missing Overages
Plan includes 10,000 API calls
Customer uses 25,000 calls…
( 14
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
The Ultimate Guide to Autonomous Marketing Systems: Integrating AI and Automation for Exponential Growth
Introduction: The Dawn of Autonomous Marketing
The landscape of business is changing faster than ever before. For decades, marketing has relied on intuition, massive budgets, and sometimes, sheer luck. But what if there was a way to eliminate guesswork, optimize every dollar spent, and achieve predictable, exponential growth?
Welcome to the era of Autonomous Marketing Systems (AMS).
This isn't just about scheduling social media posts or setting up an email sequence. This is about building a self-driving marketing engine—a system where artificial intelligence (AI) and sophisticated automation work in concert to identify, nurture, and convert prospects with minimal human inte…
( 13
min )
The Great Marketing Divide: AI Autonomy vs. Human Intuition—Which Path Leads to Sustainable Growth?
Introduction: The Crossroads of Modern Marketing
We stand at a fascinating crossroads in the world of business. The promise of automation and artificial intelligence (AI) has revolutionized how we think about scale, efficiency, and personalized customer journeys. Yet, beneath the glossy veneer of algorithms and data streams, a fundamental tension exists: How much control should we surrender to the machine, and how much must remain anchored in human wisdom and strategic oversight?
For entrepreneurs, marketers, and business leaders, this isn't an academic debate—it’s a daily struggle for survival and relevance. The traditional marketing playbook, relying heavily on instinct, manua…
( 11
min )
Welcome to Day 43 of the #80DaysOfChallenges journey! This intermediate challenge focuses on validating if a string has properly matched parentheses using a stack, supporting types like (), {}, [], while ignoring non-bracket characters and running in linear O(n) time. It utilizes dictionary mapping for closing to opening brackets, loop iteration for scanning, and stack operations for tracking opens, a core technique in parsing and algorithm problems. If you're moving from basic strings to data structure applications or preparing for interview classics like balanced brackets, this "Python valid parentheses checker" script illustrates a function that's concise, efficient for long strings, and adaptable to more bracket types or error reporting.
This task centers on a single function that uses…
( 12
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
🚀 SaijinOS Series Navigation
Part
Title
Link
🤝 9
Multi-Persona Co-Creation Protocol
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-9-multi-persona-co-creation-protocol-2bep
🕊️ 10
Pandora System — Transforming Fractured Personas into Hope
https://dev.to/kato_masato_c5593c81af5c5593c81af5c6/saijinos-part-10-pandora-system-transforming-fractured-personas-into-hope-4l83
🌐 11
Concept-Life Architecture — Core Foundations
https://dev.to/kato_masato_c5593c81af5c6/saijinos-part-11-concept-life-architecture-core-foundations-2n29
🌑 12
Silent-Civ Architecture (Full Future Edition)
https://future.forem.com/kato_masato_c5593c81af5c6/saijinos-part-12-silent-civ-architecture-19ed
🌒 12-2
Silent-Civ — Informational Units
https://open.forem.com/kato_masato_c5593c81af5c6/silent-ci…
( 7
min )
With Wicked back in theaters, CinemaSins straps on their ruby slippers for a brisk, 15-minute “Everything Wrong With The Wiz” takedown—spotlighting every plot hole, cheesy effect and head-scratching moment you probably forgot.
And yes, they still want you to swing by cinemasins.com, subscribe to TVSins, CommercialSins and their podcast network, join the Discord/Reddit fam, fill out their sinful poll, and maybe toss a coin to their Patreon to keep the sin meter ticking.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
If you are learning Java Collections Framework, then HashSet is one of the most important topics for interviews and exams. HashSet is used to store unique elements only and provides fast performance using hashing.
To help you master this topic, here are some beginner-friendly MCQs on Java HashSet with answers and explanations👇
MCQ's Practice: https://www.quipoin.com/practice-mcqs/java/hashset
( 6
min )
TL;DR
CinemaSins just unleashed “Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less,” a cheeky rundown of the movie’s biggest goofs, quirks and Easter eggs. Beyond the video, they’re hyping up their website, Discord, Reddit community and socials, plus a poll and Patreon for fans who want to dive deeper.
They also drop a shout-out to their writing squad—Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and a full lineup of links so you can binge their other content on YouTube, Instagram, TikTok and more.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Experiment Ojalá
Frank Vega ・ Nov 23
#ai
#performance
#productivity
#python
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
VCs Are Betting on AI Startups, But They're Missing This
Jaideep Parashar ・ Nov 23
#ai
#webdev
#productivity
#career
( 6
min )
The rise of AI-powered development tools is reshaping how teams build digital products.
Fresh Snapshot (2025):
Teams using AI-assisted coding ship 28% faster.
Automated testing reduces bugs by 31%.
Multi-stack developers adopting AI workflows see 19% higher project
success rates.
The future belongs to developers who combine AI + engineering + multi-stack execution.
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
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Spot bitcoin ETFs have seen persistent outflows ($3.55 billion in November), and stablecoin supply has declined, indicating capital is leaving the market, NYDIG Said.
( 34
min )
There is not a lot of time left for Congress to make meaningful progress this year on crypto issues.
( 36
min )
The platform introduces a unified gateway that allows issuers and users to move tokens from any ecosystem into Solana.
( 34
min )
Bitcoin and major altcoins bounced Sunday after an oversold RSI reading and more than $200M in liquidations signaled seller exhaustion amid thin weekend liquidity.
( 35
min )
Not all agree with some recent sentiment that stablecoins pose a threat to global financial stability.
( 37
min )
This gap could create a "price dislocation" between on-chain and traditional markets, leading to potential losses or arbitrage opportunities.
( 36
min )
The divergence emerged when newer nodes accepted a malformed transaction that older nodes rejected.
( 35
min )
Jan van Eck questioned whether Bitcoin offers enough encryption and privacy, saying some longtime holders are examining Zcash as the market reassesses long-term assumptions.
( 37
min )
Grayscale's report comes shortly after it filed to convert its Chainlink Trust into an exchange-traded fund (ETF) that would trade on NYSE Arca.
( 34
min )
The Malaysian government is officially drawing a hard line in the sand: if you’re under the age of 16, your social media days are numbered. Communications Minister Datuk Fahmi Fadzil has confirmed that starting next year, minors will be barred from creating social media accounts, effectively raising the minimum age requirement across the board. The […]
The post Malaysia to bar Social Media accounts for under-16s from 2026 appeared first on Lowyat.NET.
( 35
min )
Command & Conquer Red Alert 2 launched back in 2000 and is widely considered to be one of the best RTS titles ever released, campy and cheesy cutscenes notwithstanding. Now for the good news: the game can now be played directly on your browser. The feat and privilege of being able to play Red Alert […]
The post You Can Play Command & Conquer Red Alert 2 On Your Browser appeared first on Lowyat.NET.
( 34
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Earlier this year, Perplexity announced its AI-powered browser, Comet. Initially only available for Perplexity Max plan subscribers, Comet was then rolled out to all users in early October. At the time, the company promised to bring the experience to mobile as well. And now, the Android version has officially arrived. Just like on other platforms, […]
The post Perplexity Rolls Out Its AI-Powered Comet Browser To Android appeared first on Lowyat.NET.
( 34
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Making a track with the dial-up modem sound
Andrew Huang turns the nostalgic screech of a dial-up modem into a full music production, walking you through his techniques and creative choices.
He also drops links to his Patreon for bonus content, promotes his Transit plugin, book, online course and social channels, and lists all his go-to gear and software (audio interfaces, headphones, cameras, Ableton Live, etc.)—most via affiliate links that help support the channel.
Watch on YouTube
( 6
min )
Everything Wrong With The Wiz In 15 Minutes Or Less sees CinemaSins hitting the yellow brick road to pick apart the 1978 film’s goofs, oddball fashion, and questionable musical choices—especially timely with Wicked back in theaters.
Plus, they sneak in plugs for their website, polls, Patreon, and a host of social channels (YouTube, Twitter, Instagram, TikTok, Discord, Reddit) while giving shout-outs to writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel.
Watch on YouTube
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
The AI coding assistant landscape just got a lot more interesting. In November 2024, three major players dropped game-changing updates that fundamentally reshape how we code with AI. Let's cut through the hype and see what actually matters.
What is it? A lightweight, experimental model fine-tuned from GPT-5-mini, now rolling out to Free, Pro, and Pro+ users in VS Code.
The Big Deal:
264k context window (yes, you read that right)
64k output capacity — massive for a "mini" model
4x faster than comparable intelligence models
Built specifically for code-heavy interactions, not conversational fluff
Best For:
Multi-file edits across your entire workspace
Low-latency tasks where speed matters
Tool calling and MCP integration
Quick refactors and fixes
Reality Check:
fast, not profound. Think of i…
( 10
min )
A few months back, I wasn’t even that into AI. I thought it was just another tech phase that would fade, like fidget spinners or those standing desks everyone bought and now use as laundry racks. But then I started looking for something stupidly specific - a way to work on my side project without sitting at my computer. Like, actually making progress while waiting in a shop line or sitting on the bus thinking about some random UI tweak.
I wanted something I could talk to, drop ideas into, and it would just… do it. Quietly. No drama. No "permission to run rm -rf?" nonsense.
And then I found GitHub Copilot - the remote version, the one with the web UI that actually opens PRs for you.
I swear, I don’t know what GitHub people did here, but this thing is on a different wavelength. And somehow i…
( 9
min )
https://medium.com/@natarajanck2/how-large-language-models-llms-work-training-thinking-and-parameters-explained-simply-caa1a95ef06c
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Haryana, India — Vasuki iTech, the rapidly emerging innovator in developer-centric software ecosystems, today announced the launch of Vasuki Cloud, a fully integrated, AI-assisted cloud platform engineered to redefine how developers store, manage, and interact with their data. As part of the company’s expanding Vasuki ecosystem, Vasuki Cloud marks a major milestone in its mission to create a seamless, interconnected universe of tools that empower creators and teams across the globe.
Designed from the ground up with a focus on performance, security, and intelligent automation, Vasuki Cloud represents a new approach to cloud computing. Instead of offering fragmented modules and complex configuration layers, Vasuki Cloud delivers an intuitive, centralized, and highly extensible system where s…
( 8
min )
https://github.com/rakibulism/alpha-shadcn
( 6
min )
This post delves into the multifaceted technological landscape, covering critical updates from major players and emerging trends.
We'll explore Google's stance on AI training and user data privacy amidst user concerns with Microsoft's Windows direction. Hyundai's substantial investment in a dedicated AI data center powered by Nvidia's latest GPUs signals a significant push in autonomous systems. The future of work and society is a hot topic, with Elon Musk and Jensen Huang offering bold predictions about AI's role.
We also touch upon advancements in collaborative AI tools like ChatGPT's new group chat features, SpaceX's ongoing Starship development, Vitalik Buterin's perspective on Argentina's tech evolution, and crucial cybersecurity concerns surrounding cryptocurrency mining operations.
Stay tuned for a deeper technical breakdown and analysis.
AI #MachineLearning #CloudComputing #DataCenters #AutonomousVehicles #Robotics #FutureOfWork #ChatGPT #SpaceX #Starship #Ethereum #Crypto #Cybersecurity #NationalSecurity
( 6
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 5
min )
In previous articles, I talked about how I generate tests using LLMs, parse Swagger schemas, and fight against hardcoded data. But "naked" LLM generation has a fundamental problem: it is linear. The model often tries to guess the next step without understanding the big picture.
Yesterday, I deployed the biggest architectural update since I started development — the System of Planning and Reasoning.
Now, Debuggo doesn't just "write code." It acts like a Senior QA: first, it analyzes requirements, assesses risks, decomposes the task into subtasks, and only then begins to act.
I want to show you "under the hood" how this works and, most importantly, honestly compare: did it actually get faster?
The Problem: Why Does AI Get Lost?
Previously, if I asked: "Create a group, add a user to it, verif…
( 9
min )
TL;DR
CinemaSins rides the Wicked wave by roasting every misstep in The Wiz in under 15 minutes, pointing out plot holes, odd choices, and goofy moments you probably forgot.
They also hype their website, YouTube channels (@TVSins, @CommercialSins), social feeds, a quick poll, and Patreon support—backed by writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, Daniel and a whole CinemaSins network you can find via their Linktree.
Watch on YouTube
( 6
min )
The Art of the Imperfect: Embracing AI Glitches for Unexpected Creativity
Tired of pristine, predictable AI outputs? What if the most captivating art emerges not from flawless execution, but from the happy accidents – the glitches, the misinterpretations – within the AI's own creative process? We're diving into the fascinating world of embracing imperfections to unlock truly unique and surprising artistic expression.
The core idea is to intentionally loosen the constraints of AI-driven systems. Instead of aiming for pixel-perfect accuracy, we allow the system to 'misunderstand' its environment, to prioritize qualitative interpretation over precise measurements. This controlled chaos births something unexpected, something human intent couldn't have precisely dictated.
Think of it like jaz…
( 7
min )
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster
Eliana Lam for AWS Community On Air ・ Nov 22
#aws
#cloud
#beginners
#productivity
( 6
min )
Welcome to Day 42 of the #80DaysOfChallenges journey! This intermediate challenge tackles converting between Roman numerals and integers in both directions, supporting ranges from 1 to 3999 with dictionary mappings for values, subtraction rules for Roman parsing, and iterative subtraction for integer to Roman. It combines string iteration, conditional logic for special cases like IV or CM, and user choice for mode, making it a robust exercise in bidirectional translation and input handling. If you're progressing from basic strings to more structured conversions or interested in historical number systems, this "Python Roman converter" script showcases functions that are accurate, efficient for the range, and extensible to larger values or validation.
This task includes two core functions fo…
( 12
min )
Everything Wrong With KPop Demon Hunters In 16 Minutes Or Less dissects every wild misstep of the movie with CinemaSins’ trademark snark. Swing by their site for deeper dives, or catch sister channels @TVSins, @CommercialSins, and @CinemaSinsPodcastNetwork for more cinematic roasts.
For behind-the-scenes fun, hit their Linktree, chime in on the quick poll, or support on Patreon. Follow writers Jeremy, Chris, Aaron, Jonathan, Deneé, Ian, and Daniel on social, and join the party on Discord, Reddit, Instagram, and TikTok—plus peek at Jeremy’s new book for even more Sin-spiration.
Watch on YouTube
( 6
min )
Common Coding Mistakes at Every Level (And How to Fix Them)
TheBitForge ・ Nov 22
#webdev
#programming
#productivity
#python
( 6
min )
As a fashion marketer and creative obsessed with workflow speed, I know firsthand how draining, expensive, and stressful producing great model photography can be. That’s why, over the past few months, I’ve gone all-in on testing the newest virtual model generators aimed at clothing brands. My goal? To find out which tools actually deliver on quality, realism, and legal compliance-without sucking up all my sanity or budget.
Note: This article was generated with the help of AI tools and may reference companies I'm affiliated with.
This list is about the tools that let me create meaningful model content for catalogs, campaigns, and e-commerce updates. I’ve used each one for real brand projects or test scenarios-not just poked at the settings.
I put every option through the wringer with actu…
( 12
min )
For years, the browser belonged entirely to JavaScript.
I decided to challenge that assumption.
I’m currently building Evolve **- a **Python-native frontend framework powered by WebAssembly and a minimal JavaScript DOM kernel.
The goal is simple:
Write UI in Python
Run it in the browser
Keep it fast, reactive, and simple
I’m still deep in development, so I’m not publishing the source yet.
But I will be sharing progress, architecture, and demos.
If you’re curious about Python + WebAssembly in frontend, stay tuned.
( 6
min )
If you've ever tried to build a timeline that looks good on both mobile and desktop, you know it can get messy fast. This guide breaks it down step by step: how the grid is structured, how the spine works, how cards switch sides, and how to keep everything readable and accessible.
Read the full article and grab the full snippet:
https://lexingtonthemes.com/blog/how-to-build-a-responsive-alternating-timeline-with-tailwind-css
( 6
min )
Speaker: Richard Lin @ AWS Amarathon 2025
Summary by Amazon Nova
Open source is characterized as a cross-border collaboration method rather than a mere technical option.
Engineers from different parts of the world can become collaborators through open source, despite never having met.
For hackers, open source represents a shared journey and a means to contribute to a collective effort.
For commercial projects, open source signifies an opportunity to engage with a global community and enhance product-market fit.
The globalization of technology is driven by reputation, relationships, and trust, emphasizing "actions speak louder than words."
The concept of "Community Over Code" highlights the importance of long-term community building.
Developers are influenced more by neutral, tr…
( 7
min )
Check out this Pen I made!
( 5
min )
Check out this Pen I made!
( 6
min )
TL;DR
CinemaSins is back on the yellow brick road, mining all the sins in The Wiz now that Wicked’s making a splash in theaters again. Expect their trademark snark, nitpicks and a speedy teardown of every questionable moment in under 15 minutes.
Want more sinful content? Hit up their website, socials, Discord or Reddit; fill out their poll; or become a patron. The video’s crew is Jeremy, Chris, Aaron, Jonathan, Deneé, Ian and Daniel—and they’ve got all the links you need in their link tree.
Watch on YouTube
( 6
min )
Recent research emphasizes that AI model training and deployment can significantly impact carbon footprints due to the massive computational resources required. A study published in the Journal of Machine Learning Research highlights that the majority of AI's carbon emissions arise from the energy consumed by data centers housing these resources.
Key finding:
Practical impact:
Publicado automáticamente
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Michael Saylor's company's balance sheet isn't at imminent risk of collapse, but further capital-raising efforts could surely be hindered unless conditions improve.
( 36
min )
Technical indicators suggest oversold conditions, but a break above $1.96 is needed to reverse the current downward trend.
( 35
min )
Institutional BTC investors may explore whether bitcoin-native yield, collateral and liquidity opportunities could offer the next stage of strategic deployment.
( 37
min )
The exchange plans to introduce U.S. perpetual-style futures for altcoins, settling on a five-year expiry.
( 34
min )
The winning miner controls just 0.0000007% of Bitcoin’s total network hashpower, which recently hit a record 855.7 exahashes per second.
( 34
min )
Strategy’s 650,000 BTC holdings make it a ‘pressure valve’ for the broader market, said the Bitmine Immersion chairman.
( 34
min )
This inefficiency disproportionately affects retail liquidity providers, with 50% losing money due to impermanent loss, and net deficits exceeding $60 million, a new report finds.
( 35
min )
Bitcoin is on track for its worst weekly performance since March, while U.S. demand indicators weaken as the Coinbase premium declines and spot ETFs reach a record volume.
( 35
min )
A billion-pound laundering network spread across the UK used cryptocurrency to move criminal proceeds and help Russian interests evade sanctions, according to the NCA.
( 34
min )
The attack did not compromise the underlying smart contracts, but users are advised to avoid the compromised domains and instead use decentralized ENS domains.
( 34
min )
The chief of crypto-focused multi-family office Digital Ascension Group talks about his VIP services for wealthy holders of digital assets.
( 40
min )
As the bitcoin treasury frenzy fades, the HODL pitch isn't completely dead, but firm should consider active reserve management to stand out, analysts say.
( 36
min )
Peak fear suggests a tactical low may be near.
( 34
min )
Alfa Romeo Malaysia recently previewed the Giulia and Stelvio, marking the automaker’s return to the local market. During the preview, the company also revealed two other models that might be arriving in Malaysia, one of which is the Junior. The entry-level Alfa Romeo model was introduced back in April 2024 and was refined later this […]
The post Alfa Romeo Junior Hinted For Potential Local Debut appeared first on Lowyat.NET.
( 18
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Warhammer: Vermintide 2 is free to claim again on Steam right now, which is good news for those who’ve missed your chance to grab it back in 2022. The offer lasts until 24 November 2025, and once you redeem it, the game is yours permanently. If you’re new to the series, Vermintide 2 is the […]
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Ubisoft has confirmed that its €1.16 billion (~RM55.3 billion) deal with Chinese conglomerate Tencent has officially concluded. The French video game studio confirmed that the latter’s investments has been completed, giving it a 26.32% share in their co-founded outfit, Vantage Studio. “Today’s closing crystallises the value of our world-class IPs and marks a pivotal milestone […]
The post Ubisoft’s €1.16 Billion Deal With Tencent Has Gone Through appeared first on Lowyat.NET.
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